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Author SHA1 Message Date
Daniel Yang 6b44a969d3
Update README.md 2021-05-13 10:50:32 +08:00
Daniel Yang c8b5332199
Update README_ch.md 2021-05-13 10:50:13 +08:00
Daniel Yang 01d4174112
Merge pull request #2103 from Evezerest/develop
Change the path of joinus.png to absolute path
2021-02-26 11:49:30 +08:00
Leif 081a7785b8 Change the path of joinus.png to absolute path 2021-02-24 19:25:04 +08:00
Leif ddb7a72d94 Merge remote-tracking branch 'upstream/develop' into develop 2021-02-24 19:22:18 +08:00
Double_V d14d72e35a
Merge pull request #2030 from LDOUBLEV/lite_doc
fix lite doc
2021-02-20 13:50:37 +08:00
LDOUBLEV 4ac4184c05 opt doc 2021-02-20 11:32:58 +08:00
LDOUBLEV c16ee57abd opt doc 2021-02-20 11:31:21 +08:00
LDOUBLEV ee2bfb222f fix lite doc 2021-02-19 16:40:16 +08:00
zhoujun 29c825031a
Merge pull request #1822 from WenmuZhou/master
mv3 small support det
2021-01-28 13:27:38 +08:00
WenmuZhou ed400c8645 mv3 small support det 2021-01-26 13:01:45 +08:00
Daniel Yang 0275354c93
Merge pull request #1656 from Evezerest/develop
Keep the develop branch of PPOCRLabel in sync with the dygraph branch
2021-01-07 09:43:54 +08:00
Leif 0083d28a75 Update readme 2021-01-05 20:36:50 +08:00
Leif ea1b76af19 Keep in sync with the dygraph branch
Keep in sync with the dygraph branch
2021-01-05 19:08:45 +08:00
zhoujun 12442d1c4f
Merge pull request #1622 from PaddlePaddle/WenmuZhou-patch-1
Update predict_det.py
2021-01-01 07:51:39 -06:00
zhoujun 691c9662ba
Update predict_det.py 2020-12-31 14:14:52 +08:00
littletomatodonkey 534ef5d9d0
fix cpp infer (#1594)
* fix cpp infer

* restore img shape
2020-12-29 15:19:43 +08:00
MissPenguin 4da38551aa
Update algorithm_overview_en.md 2020-12-25 19:56:56 +08:00
Leif 1749464b6e Add single box re-recognition function and perfect shortcut keys 2020-12-18 19:19:09 +08:00
MissPenguin af75806fd1
Merge pull request #1484 from Evezerest/develop
Update joinus.png
2020-12-18 14:14:59 +08:00
Leif 797ab8a18b Update joinus.png 2020-12-17 15:20:29 +08:00
Leif e416f19780 Merge remote-tracking branch 'upstream/develop' into develop 2020-12-17 15:19:51 +08:00
dyning c121e0c8e8
Update readme.md 2020-12-16 00:50:02 +08:00
dyning f01b643779
Update readme_en.md 2020-12-16 00:38:11 +08:00
MissPenguin 3af8e009c1
Merge pull request #1442 from LDOUBLEV/fix_lite_doc
update lite doc
2020-12-15 22:55:44 +08:00
LDOUBLEV 62b3050267 update lite doc 2020-12-15 22:52:44 +08:00
Double_V 3a20ddd6cf
Merge pull request #1432 from cdb494748813/develop
修改PPOCRLabel,避免程序运行速度越来越慢
2020-12-15 19:20:57 +08:00
cdb cc9d9e5ce6 通过信号反复发送大量数据可能影响程序运行效率,最好注释掉此句,不发送识别结果到界面滚动显示 2020-12-15 18:40:53 +08:00
cdb b559bf3ffd 将识别结果通过PyqtSignal分批emit,修改为拼接识别结果后统一emit 2020-12-15 18:26:13 +08:00
MissPenguin 050a29a9fc
Merge pull request #1418 from Evezerest/develop
Update WeChat group QR code and add save label in the menu
2020-12-15 10:15:06 +08:00
Leif 2423054d83 Update wechat group QR code and delete redundancy codes in PPOCRLabel 2020-12-14 21:16:48 +08:00
Leif a8122289c2 Merge remote-tracking branch 'upstream/develop' into develop 2020-12-14 21:07:31 +08:00
MissPenguin 60ec405c6d
Update FAQ.md 2020-12-14 19:50:54 +08:00
MissPenguin e106563699
Update FAQ.md 2020-12-14 19:50:29 +08:00
MissPenguin 300c66a174
Merge pull request #1409 from MissPenguin/develop
update FAQ
2020-12-14 19:46:23 +08:00
Leif 7ec4c0e4cb Delete xml related codes 2020-12-14 15:59:48 +08:00
MissPenguin fd1961a4dc update FAQ 2020-12-14 06:48:30 +00:00
MissPenguin 7c57902e1f update FAQ 2020-12-14 03:28:40 +00:00
MissPenguin e7a708e9fd
Merge pull request #1377 from YukSing12/develop
Fix bug
2020-12-12 14:03:57 +08:00
Leif f45bdf5bf0 Add save label in menu 2020-12-11 21:47:03 +08:00
YukSing12 ea39083bd4 Fix bug 2020-12-10 14:40:27 +08:00
Daniel Yang 23942cf7bc
Merge pull request #1347 from Evezerest/develop
Enable difficult mode, fix a bug on Mac and update icon
2020-12-09 09:45:48 +08:00
Double_V 2e0a1e233c
Merge pull request #1350 from YukSing12/develop
Fix path in doc of quantization
2020-12-08 17:00:42 +08:00
YukSing12 8f5f35e643 Fix path 2020-12-08 16:03:50 +08:00
Leif eb2053467d Enable difficult mode, fix a bug on Mac and Update icon 2020-12-08 14:49:43 +08:00
Daniel Yang 70f3414622
Update FAQ.md 2020-12-08 12:12:57 +08:00
Daniel Yang 1d6368343d
Update FAQ.md 2020-12-08 12:11:02 +08:00
Daniel Yang c36e6fdf4a
Update FAQ.md 2020-12-08 12:07:44 +08:00
Daniel Yang d7bd1b6fc1
Update FAQ.md 2020-12-08 12:06:15 +08:00
Daniel Yang cba3b39eb3
Update README_ch.md 2020-12-08 12:05:49 +08:00
Daniel Yang 0e6201e943
Merge pull request #1335 from WenmuZhou/master
update faq,LGTM
2020-12-07 21:05:26 +08:00
Daniel Yang ece0f30b6d
Merge pull request #1341 from grasswolfs/update_joinus_1207
update joinus.PNG
2020-12-07 17:33:13 +08:00
grasswolfs 0255df4ab6 test=develop, test=documents_fix 2020-12-07 17:31:44 +08:00
zhoujun c83b99cafa
Merge pull request #1320 from ninetailskim/devddd
avoiding conflicts when thirdparty set parameters which not in paddleocr
2020-12-07 01:58:47 -06:00
WenmuZhou 7e7225f434 update link 2020-12-07 15:52:37 +08:00
WenmuZhou 706debf678 update faq 2020-12-07 10:20:08 +08:00
ninetailskim a6af1cb66b
Merge branch 'develop' into devddd 2020-12-04 17:44:48 +08:00
WenmuZhou 92326ef8f1 Merge branch 'develop' of https://github.com/PaddlePaddle/PaddleOCR into master 2020-12-04 17:09:57 +08:00
ninetailskim ed7403fc12 avoiding conflicts when thirdparty set parameters which not in paddleocr 2020-12-04 10:56:52 +08:00
Daniel Yang 2e088638d4
Merge pull request #1315 from Evezerest/develop
LGTM
2020-12-04 09:04:30 +08:00
Leif a9a1606f19 Delete build tool 2020-12-03 17:11:30 +08:00
Daniel Yang 4b526fb586
Merge pull request #1309 from Evezerest/develop
LGTM
2020-12-03 11:05:36 +08:00
Leif 438d064777 Opencv installation version is specified 2020-12-02 21:14:58 +08:00
Leif 61d52897d4 Update installation steps 2020-12-02 20:50:40 +08:00
Double_V 910c6128bb
Merge pull request #1203 from LDOUBLEV/fixocr
fix typo and print
2020-12-02 20:22:19 +08:00
Daniel Yang f501be3c68
Merge pull request #1294 from grasswolfs/update_joinus_1201
update joinus.PNG
2020-12-01 09:23:31 +08:00
grasswolfs 87fea7ecb0 test=develop, test=documents_fix 2020-12-01 09:21:30 +08:00
zhoujun 99a686e476
hide argparse when use whl by python (#1287)
* hide argparse when use whl by python

* set use_angle_cls defalut valut to false
2020-12-01 01:39:50 +08:00
zhoujun 7ed238f786
update whl doc (#1289) 2020-12-01 01:39:15 +08:00
zhoujun cf4a41542b
fix image_shape error when tps in model and char_type is ch (#1290) 2020-12-01 01:38:27 +08:00
WenmuZhou f96bf152f8 set use_angle_cls defalut valut to false 2020-11-30 17:48:13 +08:00
WenmuZhou efba14e1cc hide argparse when use whl by python 2020-11-30 17:30:52 +08:00
LDOUBLEV f2c35f55a2 enable_static to export_model 2020-11-30 10:28:21 +08:00
LDOUBLEV 0045e0894f print to logger.info 2020-11-30 10:22:21 +08:00
LDOUBLEV 06921b135b print to logger.info 2020-11-30 10:20:22 +08:00
MissPenguin 0007e4eeda
Merge pull request #1278 from dyning/develop
updata faq
2020-11-30 10:02:19 +08:00
dyning 7731fab9a0 updata faq 2020-11-29 12:39:56 +00:00
Daniel Yang 401506396e
Merge pull request #1274 from grasswolfs/update_readme_joinus_1129
update_readme_en and update the joinus.PNG
2020-11-29 01:42:39 +08:00
grasswolfs 9f7544de17 test=develop, test=documents_fix 2020-11-29 01:41:33 +08:00
grasswolfs 0196544166 test=develop, test=documents_fix 2020-11-29 01:39:05 +08:00
grasswolfs a994c5af6f test=develop, test=documents_fix 2020-11-29 01:33:36 +08:00
Daniel Yang a170a8ee37
Merge pull request #1270 from Evezerest/develop
Add English readme, interface and choose the model language function of PPOCRLabel
2020-11-29 01:25:32 +08:00
Daniel Yang 75ecb62bc1
Merge pull request #1103 from LKKlein/develop
LGTM
2020-11-27 16:29:32 +08:00
Leif c6a7e0e642 Revert code display 2020-11-27 16:23:33 +08:00
Leif e57e6144e5 Update Readme_en 2020-11-27 16:11:09 +08:00
Leif 30fb939ed7 Add English readme and interface 2020-11-27 16:06:46 +08:00
LKKlein b78549484b move from deploy to thirdparty 2020-11-27 13:35:40 +08:00
LKKlein 70eb59327a mv go package to thirdparty 2020-11-27 12:29:45 +08:00
LKKlein 46d164a130 Merge remote-tracking branch 'upstream/develop' into develop
merge from PaddleOCR newer commit
2020-11-27 12:25:52 +08:00
zhoujun d0db30668f
Merge pull request #1264 from WenmuZhou/master
修复paddlecor里小语种字典路径错误
2020-11-26 21:27:52 -06:00
WenmuZhou ca34277361 修正小语种字典路径错误的问题 2020-11-27 10:51:16 +08:00
zhoujun e51045ca03
Merge pull request #10 from PaddlePaddle/develop
mer upstream
2020-11-26 20:25:33 -06:00
shaohua.zhang e6f89bd85e
fix some args positon (#1228)
fix server and client var
2020-11-26 21:36:22 +08:00
Mike Shi ca5308c94e
make predict_det.py work on windows (#1236)
* make predict_det.py work on windows
2020-11-26 21:33:44 +08:00
Kevin Loftis 2ffbece713
fixed type in setup.py (#1242) 2020-11-26 19:40:14 +08:00
Daniel Yang 8a43606670
Update README_ch.md 2020-11-26 14:43:44 +08:00
Daniel Yang e975e3277e
Update README_ch.md 2020-11-26 14:19:17 +08:00
Daniel Yang 9ba7f088db
Update README_ch.md 2020-11-26 14:18:28 +08:00
Daniel Yang ce6bea9f36
Merge pull request #1252 from Evezerest/patch-1
LGTM
2020-11-25 22:07:38 +08:00
Evezerest 1147521631
Update PPOCRLabel.py 2020-11-25 20:11:31 +08:00
MissPenguin 1def9f4ddc
Merge pull request #1246 from Evezerest/develop
Add an annotation tool PPOCRLabel
2020-11-25 18:47:46 +08:00
Leif 0fe693575f Add an annotation tool PPOCRLabel 2020-11-25 16:56:23 +08:00
MissPenguin ae6403d55b
Merge pull request #1224 from weisy11/develop
add new FAQ
2020-11-23 13:37:25 +08:00
weishengyu 0bb76def36 add date 2020-11-22 23:42:02 +08:00
weishengyu 2a8ddde2c4 add new FAQ 2020-11-22 23:40:22 +08:00
Daniel Yang ac2be3f516
Merge pull request #1222 from grasswolfs/update_joinus_1122
update joinus.PNG
2020-11-22 01:08:06 +08:00
grasswolfs 48f9ee87fa test=develop, test=document_fix 2020-11-22 01:06:38 +08:00
shaohua.zhang a9d709315a
fix some errors and bugs (#1185)
fix some errors in pip
2020-11-21 22:11:53 +08:00
littletomatodonkey 0361647094
fix logg (#1182) 2020-11-21 22:11:07 +08:00
LDOUBLEV 70f87eee23 fix typo and print 2020-11-19 14:32:34 +08:00
xiaoting 4cf85329cd
Merge pull request #1174 from tink2123/for_faq
Update faq
2020-11-16 13:15:30 +08:00
tink2123 c329b73e3f update readme for faq 2020-11-16 10:37:21 +08:00
tink2123 a114d53a03 update faq 2020-11-15 17:50:16 +08:00
Daniel Yang 59b3a1ebbb
Merge pull request #1172 from tangmq/develop
update dockerfile to support latest paddleocr
2020-11-15 10:56:26 +08:00
Tangmq 6fea9dacdc update dockerfile to support latest paddleocr 2020-11-15 00:26:21 +08:00
Daniel Yang 73e1fc4fe4
Update quickstart.md 2020-11-14 00:38:24 +08:00
Daniel Yang a501603d54
Merge pull request #1158 from grasswolfs/update_joinus_1112
update joinus.PNG
2020-11-12 00:21:39 +08:00
grasswolfs c57d19775e test=develop, test=document_fix 2020-11-12 00:17:10 +08:00
littletomatodonkey cf8530b904
adapt codes to Paddle2.0-rc (#1153) 2020-11-11 18:41:22 +08:00
xiaoting e0c8b88993
Merge pull request #1136 from tink2123/android_demo
fix android demo
2020-11-10 14:33:39 +08:00
MissPenguin 7a26df0057
Merge pull request #1134 from xmy0916/myBranch
Correct spelling errors in doc
2020-11-10 11:17:33 +08:00
MissPenguin 2334467e06
Update installation.md 2020-11-10 11:08:50 +08:00
MissPenguin fc827b4e5e
Update installation_en.md 2020-11-10 11:08:18 +08:00
LKKlein 8fdaae31c6 update more efficent way to get slice from cgo 2020-11-10 00:22:11 +08:00
Daniel Yang b631887de4
Update README_ch.md 2020-11-09 20:49:11 +08:00
Daniel Yang 4133de4570
Merge pull request #1140 from grasswolfs/update_joinus_1109
update joinus.PNG
2020-11-09 19:12:27 +08:00
grasswolfs 12eb3d806e test=develop, test=document_fix 2020-11-09 19:10:26 +08:00
Daniel Yang feb803761b
Update FAQ.md 2020-11-09 16:40:56 +08:00
Daniel Yang a52184fddb
Update FAQ.md 2020-11-09 16:39:48 +08:00
dyning de5b7a737b
Merge pull request #1135 from PaddlePaddle/littletomatodonkey-patch-2
update doc, test=document_fix
2020-11-09 14:50:11 +08:00
tink2123 c748f77f3b fix android demo 2020-11-09 14:45:56 +08:00
littletomatodonkey 8218aba534
update doc, test=document_fix 2020-11-09 14:43:27 +08:00
“xmy0916 34812ad4af Correct spelling errors 2020-11-09 14:35:35 +08:00
MissPenguin 5e2c1b303b
Merge pull request #1116 from littletomatodonkey/sta/fix_resize
fix -1 in det resize
2020-11-09 14:34:14 +08:00
Double_V 00b4cba431
Merge pull request #1129 from LDOUBLEV/fixocr
modify lite readme doc,test=document_fix
2020-11-09 11:16:14 +08:00
littletomatodonkey c69e13c852
update doc, test=document_fix (#1131) 2020-11-09 10:58:15 +08:00
littletomatodonkey 03dfd6280e
add faq 20201109 (#1127)
add faq 20201109
2020-11-09 10:53:06 +08:00
Double_V ad7f65f70a
Merge pull request #1113 from LDOUBLEV/fixocr
TestReader.infer_img to Global.infer_img
2020-11-09 10:07:16 +08:00
LDOUBLEV 122daca4a9 modify lite readme doc,test=document_fix 2020-11-09 10:06:50 +08:00
LKKlein d6b7d8b9df remove unused dict 2020-11-06 11:42:23 +08:00
LKKlein a0cd182de9 close unused gocv.Mat 2020-11-06 11:42:15 +08:00
LKKlein 879172a507 change demo to ppocr-go 2020-11-06 11:41:59 +08:00
dyning 3f7395bccb
Update README_ch.md 2020-11-06 10:58:05 +08:00
dyning 143ef2fb9a
Update README_ch.md 2020-11-06 10:57:31 +08:00
littletomatodonkey e57e9938d4 fix -1 in det resize 2020-11-05 14:33:33 +00:00
LDOUBLEV 95567abe45 TestReader.infer_img to Global.infer_img 2020-11-05 17:47:21 +08:00
Daniel Yang f21c41c3b5
Merge pull request #1109 from grasswolfs/add_thirdparty_1105
add thirdparty docs
2020-11-05 12:25:44 +08:00
grasswolfs a56f194d33 test=develop, test=documents_fix 2020-11-05 11:29:19 +08:00
grasswolfs bd60766161 test=develop, test=documents_fix 2020-11-05 11:24:48 +08:00
Double_V 2ec822ce80
Merge pull request #1098 from yukavio/develop
fix some bug
2020-11-05 10:03:25 +08:00
LKKlein bf0adf0afc update dict download instruction 2020-11-04 19:35:32 +08:00
LKKlein 16a2ab586a fix default download path; auto-download dict from http 2020-11-04 19:35:31 +08:00
LKKlein 62d302ff85 fix paddleocr-go module path 2020-11-04 19:35:31 +08:00
LKKlein 44406c5148 add paddle_c_api.h 2020-11-04 19:35:31 +08:00
LKKlein b9e7990628 update readmd 2020-11-04 19:35:31 +08:00
LKKlein f8c70ed19c fix paddle_c path 2020-11-04 19:35:31 +08:00
LKKlein e5b4cf75f7 fix paddleocr-go path 2020-11-04 19:35:31 +08:00
LKKlein 83c2d73b22 fix go mod path 2020-11-04 19:35:31 +08:00
LKKlein 835b69c04b add go deploy for paddleocr 2020-11-04 19:35:31 +08:00
yukavio aa3266b192 update for enable static 2020-11-04 10:34:12 +00:00
yukavio e66b53ca3e fix some bug 2020-11-04 05:23:36 +00:00
MissPenguin eb386cdb8e
Update readme.md 2020-11-03 20:32:32 +08:00
MissPenguin e7557e1884
Update params.py 2020-11-03 20:31:43 +08:00
MissPenguin d7d4892e00
Update readme.md 2020-11-03 15:15:38 +08:00
MissPenguin c37bf51768
Update readme.md 2020-11-02 15:00:30 +08:00
MissPenguin 6f06f60f59
Update readme_en.md 2020-11-02 14:59:37 +08:00
MissPenguin 71e45c94ed
Update readme_en.md 2020-11-02 14:59:08 +08:00
dyning 918adfd7c2
Update FAQ.md 2020-11-02 14:01:34 +08:00
dyning 5ca398a7f7
Update FAQ.md 2020-11-02 14:00:58 +08:00
dyning 0ce491b87e
Update README_ch.md 2020-11-02 14:00:25 +08:00
dyning 688f0f7f3b
Merge pull request #1077 from LDOUBLEV/fixocr
add faq, test=document_fix
2020-11-02 14:00:01 +08:00
LDOUBLEV 5e6fc91bfc add faq, test=document_fix 2020-11-02 10:37:47 +08:00
LDOUBLEV a2937827c2 add faq, test=document_fix 2020-11-02 10:13:29 +08:00
LDOUBLEV b8a94e4858 add faq, test=document_fix 2020-11-02 10:05:16 +08:00
LDOUBLEV ce09c1cce2 add faq, test=document_fix 2020-11-02 09:57:34 +08:00
Daniel Yang e9d533fc1f
Merge pull request #1076 from grasswolfs/update_QR_group7_1102
update QR code
2020-11-02 09:36:46 +08:00
grasswolfs eb9eb910f7 test=develop, test=document_fix 2020-11-02 09:33:58 +08:00
zhoujun 4c95450a85
add use_pdserving param (#1062) 2020-10-30 15:11:35 +08:00
MissPenguin 0586d56d2b
Update readme.md 2020-10-29 20:44:42 +08:00
MissPenguin 9075b95c25
Update readme.md 2020-10-29 20:44:23 +08:00
MissPenguin 30631d22b9
Merge pull request #1059 from MissPenguin/develop
update pdserving
2020-10-29 20:42:29 +08:00
MissPenguin a37b96d79c
Update README_ch.md 2020-10-29 20:03:17 +08:00
MissPenguin 705c4a7776 update pdserving 2020-10-29 19:58:31 +08:00
MissPenguin ec68899cc7
Merge pull request #1054 from MissPenguin/develop
update pdserving
2020-10-29 19:50:15 +08:00
MissPenguin f70371eedd
Merge branch 'develop' into develop 2020-10-29 16:34:40 +08:00
MissPenguin f0a8cdcb21 update pdserving 2020-10-29 16:25:26 +08:00
MissPenguin 47f1fb5992 update pdserving 2020-10-29 15:50:26 +08:00
littletomatodonkey 0cda9b8757
fix cuda default value (#1051) 2020-10-29 12:57:50 +08:00
Daniel Yang 8477aa8ec3
Merge pull request #1050 from grasswolfs/revise_readme_1029
revise readme_en
2020-10-29 00:56:56 +08:00
grasswolfs 47ae71d5e7 test=develop, test=document_fix 2020-10-29 00:54:04 +08:00
Daniel Yang 9f548c2d4a
Merge pull request #1049 from grasswolfs/update_readme_en_1028
update readme_en
2020-10-29 00:37:00 +08:00
grasswolfs c9b928fd81 test=develop, test=document_fix 2020-10-29 00:32:59 +08:00
shaohua.zhang eb15a98457
add the character_dict_path to the yml (#1045)
add reduction_factor into the yml files
2020-10-29 00:02:25 +08:00
grasswolfs dc03b6e348 test=develop, test=document_fix 2020-10-28 23:41:41 +08:00
dyning 7ad0fe5eb8
Merge pull request #1043 from tink2123/srn_ann
polish srn anno
2020-10-28 16:01:37 +08:00
tink2123 fa12cf0b6d polish srn anno 2020-10-28 15:59:53 +08:00
dyning 22d07492af
Merge pull request #1040 from TingquanGao/develop
Fix README in English about using Paddle-Lite to deploy
2020-10-28 15:58:56 +08:00
MissPenguin 251555f74e
Merge pull request #1041 from LDOUBLEV/fixocr
add code comment
2020-10-28 15:58:27 +08:00
dyning 89ccf50bac
Merge pull request #1042 from dyning/develop
add anno for tps
2020-10-28 15:58:20 +08:00
MissPenguin 9f3b617ec7
Merge pull request #1039 from littletomatodonkey/add_utility_doc
add utility doc
2020-10-28 15:57:09 +08:00
MissPenguin 1dff9f7cc2
Merge pull request #1037 from wangjiawei04/ocr_1028
pdserving add box positions
2020-10-28 15:56:26 +08:00
dyning 4713f24dc1 add anno for tps 2020-10-28 15:56:13 +08:00
LDOUBLEV 082e7385e2 add code comment 2020-10-28 15:49:59 +08:00
littletomatodonkey 4b921e2f16 add opt doc 2020-10-28 07:41:42 +00:00
dyning 2cdafa106e
Merge pull request #1036 from tink2123/add_anno
Add anno for head
2020-10-28 15:13:23 +08:00
dyning b131c31af5
Merge pull request #1035 from LDOUBLEV/fixocr
add comment
2020-10-28 15:07:26 +08:00
dyning 2863bc04ed
Merge pull request #1034 from WenmuZhou/fix_cls_shape
update FAQ doc
2020-10-28 15:06:45 +08:00
Daniel Yang 0d7b7872a9
Merge pull request #1038 from grasswolfs/revise_readme_1028
add two contributors at the end of the readme
2020-10-28 15:05:12 +08:00
dyning 5922533f84
Merge pull request #1033 from weisy11/develop
modify document
2020-10-28 15:04:41 +08:00
grasswolfs c7ac39c66d test=develop, test=document_fix 2020-10-28 15:02:26 +08:00
wangjiawei04 d549212521 add box pos 2020-10-28 06:54:09 +00:00
tink2123 911c604dd6 add anno for head 2020-10-28 14:25:30 +08:00
LDOUBLEV 90734ca685 add comment 2020-10-28 14:00:58 +08:00
WenmuZhou c7aa9a8156 update FAQ, test=document_fix 2020-10-28 12:29:18 +08:00
dyning 234bb38c8a
Merge pull request #1031 from LDOUBLEV/fixocr
add comment db post_process
2020-10-28 11:25:54 +08:00
weishengyu 37d92beacf Merge branch 'develop' of https://github.com/PaddlePaddle/PaddleOCR into develop 2020-10-28 11:24:18 +08:00
weishengyu b60806e3ed change pip3 -> python3 -m pip 2020-10-28 11:23:03 +08:00
WenmuZhou 7e4aee475d Merge branch 'develop' of https://github.com/PaddlePaddle/PaddleOCR into fix_cls_shape 2020-10-28 10:54:09 +08:00
MissPenguin c162d4e0ef
Merge pull request #1027 from lijinhan/develop
java SpringBoot 调用OCR Hubserving接口
2020-10-28 10:52:06 +08:00
LDOUBLEV 725185cd6a add comment db post_process 2020-10-28 10:28:34 +08:00
dyning 5299d8e62d
Merge pull request #1025 from littletomatodonkey/dev/fix_hb_export
fix export python path
2020-10-27 22:27:11 +08:00
lijinhan f5ebb68f83 java SpringBoot 调用OCR Hubserving接口 2020-10-27 22:14:28 +08:00
littletomatodonkey d1322af3a5 fix conflicts 2020-10-27 13:04:55 +00:00
littletomatodonkey 94faae6cca fix export 2020-10-27 12:58:51 +00:00
zhoujun 3573388b7f
update image shape for angle class from [3,32,100] to [3,48,192] (#1021) 2020-10-27 20:17:55 +08:00
littletomatodonkey 8293b6b07d fix export python path 2020-10-27 12:05:30 +00:00
WenmuZhou 5e1b7a184a update image shape for angle class from [3,32,100] to [3,48,192] 2020-10-27 16:20:17 +08:00
Double_V 6947196684
Merge pull request #1018 from LDOUBLEV/fixocr
keep db post_process param of yml same with utility.py
2020-10-27 15:18:46 +08:00
Daniel Yang b0ac4784e6
Merge pull request #1020 from grasswolfs/update_joinuspng_1027
update joinus.PNG
2020-10-27 14:31:24 +08:00
grasswolfs 64453a8abf test=develop,test=document_fix 2020-10-27 14:28:09 +08:00
LDOUBLEV 6c0e331833 keep db post_process param of yml same with utility.py 2020-10-27 14:02:07 +08:00
Aaron f0b9bcf49a
Fix the table view in deploy/lite/readme_en.md (#947)
Missing spaces cause the anomaly display of the table in section 4.
2020-10-27 00:30:35 +08:00
Double_V c77427630c
Merge pull request #1005 from baiyfbupt/cls_qat
support quant cls model in slim module
2020-10-26 15:33:15 +08:00
baiyfbupt a2e932c0fb add cls model quant code 2020-10-26 14:50:03 +08:00
dyning a978d82f8a
Update README_ch.md 2020-10-26 11:29:15 +08:00
dyning 6644fb96f1
Merge pull request #991 from WenmuZhou/fix_faq
近期更新问题更新
2020-10-26 11:28:21 +08:00
WenmuZhou a0708d2ec2 update question num, test=document_fix 2020-10-26 11:23:23 +08:00
WenmuZhou a8b8178bc7 update index and question num, test=document_fix 2020-10-26 11:23:07 +08:00
WenmuZhou d0fc39a85b 修改主页近期更新日期 2020-10-26 10:28:38 +08:00
WenmuZhou 9b4bc44323 近期更新排序 2020-10-26 10:28:26 +08:00
Daniel Yang e81c10e0ea
Update readme_en.md 2020-10-26 09:25:20 +08:00
dyning 6c63ff42a0
Merge pull request #1000 from grasswolfs/update_joinus_1025
update the joinus.PNG and the docs related to serving
2020-10-26 09:20:16 +08:00
grasswolfs 93f2d2164c test=develop, test=document_fix 2020-10-26 09:14:46 +08:00
dyning 46ca5921c9
Add files via upload 2020-10-24 20:01:28 +08:00
dyning f372da80a9
Delete joinus.PNG 2020-10-24 20:00:35 +08:00
littletomatodonkey 70caca2e6e
fix serving link (#994)
* fix serving link, test=document_fix

* fix link
2020-10-24 15:33:57 +08:00
Daniel Yang db6f83de78
Update README_ch.md 2020-10-23 16:27:54 +08:00
Daniel Yang 5824b980e7
Update README.md 2020-10-23 16:26:07 +08:00
WenmuZhou 45b830c4ba 近期更新问题更新 2020-10-23 15:09:05 +08:00
xiaoting 17e05cd168
Merge pull request #985 from WenmuZhou/fix_cls_doc
delete -1 in east and db process
2020-10-22 20:06:56 +08:00
Double_V a39f3da9e2
Merge pull request #987 from LDOUBLEV/fixocr
fix lite doc
2020-10-22 18:47:52 +08:00
LDOUBLEV b9439bfbc0 fix lite doc 2020-10-22 17:25:16 +08:00
LDOUBLEV 7b39b84ccf fix lite doc 2020-10-22 17:01:15 +08:00
zhoujun 309c2e9d8b
Merge pull request #984 from WenmuZhou/fix_cls_doc
fix angle class en doc, test=document_fix
2020-10-22 12:46:56 +08:00
WenmuZhou a565815044 delete -1 in east and db process 2020-10-22 12:46:14 +08:00
littletomatodonkey 5069baf02c
Merge pull request #622 from BeyondYourself/BeyondYourself-barnch-8-27
fix the file read
2020-10-22 10:41:16 +08:00
littletomatodonkey 606f869d01
Merge pull request #982 from FLming/develop
因Python3.6以前的字典类型是无序的而导致的错误
2020-10-21 19:52:22 +08:00
WenmuZhou e0b194da1c fix angle class en doc, test=document_fix 2020-10-21 18:52:16 +08:00
FLming 2734733630 Fix bug: Errors caused by disordered dictionary 2020-10-21 09:12:02 +00:00
dyning 5238c0bd47
Update requirments.txt 2020-10-21 14:53:26 +08:00
Double_V d8ed88dac4
Merge pull request #960 from littletomatodonkey/sta/fix_cpp_32
fix cpp inference bug
2020-10-21 13:50:07 +08:00
Double_V 54cab7b1cc
Merge pull request #972 from LDOUBLEV/fixocr
fix lite doc
2020-10-21 13:49:44 +08:00
LDOUBLEV 4f2076421c fix lite doc 2020-10-20 20:11:43 +08:00
xiaoting 112bf885a6
Merge pull request #966 from tink2123/fix_android_demo
fix android demo
2020-10-20 15:44:20 +08:00
tink2123 95df6be916 fix android demo 2020-10-20 13:14:09 +08:00
dyning 35d65936a6
Update README_ch.md 2020-10-20 13:12:10 +08:00
littletomatodonkey 5760f73be6 fix 1e-5 2020-10-19 11:54:33 +00:00
MissPenguin 183dbfbec6
Update README_ch.md 2020-10-19 18:28:33 +08:00
MissPenguin d7348ef754
Update README_ch.md 2020-10-19 18:27:28 +08:00
dyning 642e6e31c9
Merge pull request #958 from grasswolfs/update_joinus_1019
update the Readme.md and the joinus.png
2020-10-19 18:23:45 +08:00
grasswolfs 1f6a0e57e0 test=develop, test=document_fix 2020-10-19 17:51:45 +08:00
grasswolfs a337e12db2 test=develop, test=document_fix 2020-10-19 17:47:05 +08:00
MissPenguin c21081fdfc
Merge pull request #957 from wangjiawei04/ocr_1019
pdserving remove OCRReader
2020-10-19 16:08:25 +08:00
MissPenguin 2e0f96969c
Merge pull request #955 from MissPenguin/develop
update faq
2020-10-19 16:07:20 +08:00
MissPenguin ca4ef2c8d1 update faq 2020-10-19 06:59:04 +00:00
wangjiawei04 ba5d50f537 remove OCRReader 2020-10-19 06:58:39 +00:00
xiaoting 1bf6862daf
Merge pull request #948 from tink2123/fix_max_wh
fix max_wh_ratio for predict
2020-10-19 14:28:52 +08:00
xiaoting a29081aad9
Merge pull request #954 from Mejans/develop
Occitan corpus and character set
2020-10-19 14:28:27 +08:00
MissPenguin 69a4caed49 update faq 2020-10-19 03:00:33 +00:00
Double_V 2ec51b2dc2
Merge pull request #937 from LDOUBLEV/fixocr
update infer library and doc for lite deploy
2020-10-19 10:10:39 +08:00
Mejans d8d5b0b930
Corpus of words for Occitan 2020-10-16 20:22:17 +02:00
Mejans a2385f7178
Occitan alphabet and characters 2020-10-16 20:21:03 +02:00
tink2123 c6c28785b1 fix max_wh_ratio for predict 2020-10-16 14:09:32 +08:00
tink2123 bb98fafffb fix max_wh_ratio for predict 2020-10-16 14:00:01 +08:00
littletomatodonkey 0fac210b85
Merge pull request #942 from tink2123/fix_ratio
fix max_img_ratio for short text
2020-10-15 22:14:33 +08:00
tink2123 a502db33ac fix max_img_ratio for short text 2020-10-15 20:56:29 +08:00
LDOUBLEV dee8a0d28d fix ry 2020-10-15 20:18:38 +08:00
littletomatodonkey f4986cb14e
Merge pull request #940 from littletomatodonkey/sta/fix_tia
fix tia exception
2020-10-15 20:06:40 +08:00
xiaoting 2177fcdcdb
Merge pull request #939 from milkliker/develop
fix method name bug
2020-10-15 19:35:02 +08:00
littletomatodonkey 1b7a16a8b9 fix tia exception 2020-10-15 11:27:48 +00:00
Zhao Jun bea355c862
fix method name bug
since it named "release" in native.cpp
2020-10-15 18:29:41 +08:00
LDOUBLEV 74915ac129 update infer library and doc for lite deploy 2020-10-15 14:32:53 +08:00
xiaoting 65a472cd7c
Merge pull request #923 from tink2123/add_dict_folder
Add dict and corpus folder
2020-10-13 15:25:12 +08:00
gaotingquan c3061718dd Fix README about using Paddle-Lite to deploy 2020-10-13 15:23:46 +08:00
tink2123 661dab426b polish doc 2020-10-13 14:44:06 +08:00
tink2123 4ac60f9eda add corpus floder, modified depoly doc 2020-10-13 14:37:29 +08:00
MissPenguin 1fde1258d0
Merge pull request #905 from wangjiawei04/ocr_1008
pdserving fetch var fix
2020-10-13 14:24:21 +08:00
tink2123 9b6abc12cd add dict and corpus folder 2020-10-13 14:15:58 +08:00
wangjiawei04 eb2f719de1 ocr 1012 2020-10-12 12:21:31 +00:00
Double_V d75761b1ad
Merge pull request #919 from WenmuZhou/fix_doc
fix link in quickstart doc, test=document_fix
2020-10-12 19:06:30 +08:00
WenmuZhou ea55e1d485 fix link in quickstart doc, test=document_fix 2020-10-12 17:21:48 +08:00
dyning 0e4ae332c5
Merge pull request #892 from DenDen047/patch-1
Update installation_en.md
2020-10-02 21:22:04 +08:00
dyning fd20a036a7
Merge pull request #890 from androiddevnotesforks/develop
Fix typos
2020-10-02 21:21:13 +08:00
DenDen047 264785838c
Update installation_en.md
remove the meaningless white space for markdown rendering
2020-10-02 14:52:54 +09:00
Android Dev Notes 24569f687c
Fix typos 2020-10-01 16:38:53 +05:30
Double_V 31eee98cba
Merge pull request #871 from lidanqing-intel/develop-fix-omp-flag
fix omp flag
2020-09-29 18:55:50 +08:00
lidanqing-intel 6b6df68ac6 change assert to WARNING 2020-09-29 04:37:30 +02:00
lidanqing-intel 2a7b74dc27 fix the indentation 2020-09-28 15:06:15 +02:00
lidanqing-intel e596c5cd7c improve omp test 2020-09-28 04:06:52 +02:00
lidanqing-intel 575e5d2a2b remove empty lines 2020-09-27 09:04:55 +02:00
lidanqing-intel 7c85970e7a add linux -fopenmp flag 2020-09-27 08:55:11 +02:00
lidanqing-intel dbf777c294 update 2020-09-27 08:35:26 +02:00
lidanqing-intel bfed1819a7 add /openmp for windows flag 2020-09-27 08:32:10 +02:00
shaohua.zhang 93df86ca9a
Update sast_process.py 2020-08-27 14:59:07 +08:00
shaohua.zhang f27c147fd6
fix the file read
there may appear a error:
UnicodeDecodeError: 'gbk' codec can't decode byte 0xaf in position 379: illegal multibyte sequence
2020-08-27 14:57:02 +08:00
shaohua.zhang efa97b6939
Update rec_icdar15_train.yml 2020-08-27 14:44:21 +08:00
shaohua.zhang dd39d1fd97
Update utility.py 2020-08-27 14:37:35 +08:00
shaohua.zhang 17f37b138a
fix the path
it is only a example, the probleams appear the files in the config folder.The path dose not fix for the windows system ,at the same ,we should use the relativte path instead of absoulate path.
2020-08-27 14:32:38 +08:00
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# ex: set ts=8 noet:
all: qt5 test
test: testpy3
testpy2:
python -m unittest discover tests
testpy3:
python3 -m unittest discover tests
qt4: qt4py2
qt5: qt5py3
qt4py2:
pyrcc4 -py2 -o libs/resources.py resources.qrc
qt4py3:
pyrcc4 -py3 -o libs/resources.py resources.qrc
qt5py3:
pyrcc5 -o libs/resources.py resources.qrc
clean:
rm -rf ~/.labelImgSettings.pkl *.pyc dist labelImg.egg-info __pycache__ build
pip_upload:
python3 setup.py upload
long_description:
restview --long-description
.PHONY: all

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[English](README.md) | 简体中文
# PPOCRLabel
PPOCRLabel是一款适用于OCR领域的半自动化图形标注工具使用python3和pyqt5编写支持矩形框标注和四点标注模式导出格式可直接用于PPOCR检测和识别模型的训练。
<img src="./data/gif/steps.gif" width="100%"/>
#### 近期更新
- 2020.12.18: 支持对单个标记框进行重新识别by [ninetailskim](https://github.com/ninetailskim) ),完善快捷键。
## 安装
### 1. 安装PaddleOCR
参考[PaddleOCR安装文档](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/installation.md)准备好PaddleOCR
### 2. 安装PPOCRLabel
#### Windows + Anaconda
```
pip install pyqt5
cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
python PPOCRLabel.py --lang ch
```
#### Ubuntu Linux
```
pip3 install pyqt5
pip3 install trash-cli
cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
python3 PPOCRLabel.py --lang ch
```
#### macOS
```
pip3 install pyqt5
pip3 uninstall opencv-python # 由于mac版本的opencv与pyqt有冲突需先手动卸载opencv
pip3 install opencv-contrib-python-headless # 安装headless版本的open-cv
cd ./PPOCRLabel # 将目录切换到PPOCRLabel文件夹下
python3 PPOCRLabel.py --lang ch
```
## 使用
### 操作步骤
1. 安装与运行:使用上述命令安装与运行程序。
2. 打开文件夹:在菜单栏点击 “文件” - "打开目录" 选择待标记图片的文件夹<sup>[1]</sup>.
3. 自动标注:点击 ”自动标注“使用PPOCR超轻量模型对图片文件名前图片状态<sup>[2]</sup>为 “X” 的图片进行自动标注。
4. 手动标注:点击 “矩形标注”(推荐直接在英文模式下点击键盘中的 “W”)用户可对当前图片中模型未检出的部分进行手动绘制标记框。点击键盘Q则使用四点标注模式或点击“编辑” - “四点标注”用户依次点击4个点后双击左键表示标注完成。
5. 标记框绘制完成后,用户点击 “确认”,检测框会先被预分配一个 “待识别” 标签。
6. 重新识别:将图片中的所有检测画绘制/调整完成后,点击 “重新识别”PPOCR模型会对当前图片中的**所有检测框**重新识别<sup>[3]</sup>
7. 内容更改:双击识别结果,对不准确的识别结果进行手动更改。
8. 确认标记:点击 “确认”,图片状态切换为 “√”,跳转至下一张(此时不会直接将结果写入文件)。
9. 删除:点击 “删除图像”,图片将会被删除至回收站。
10. 保存结果:用户可以通过菜单中“文件-保存标记结果”手动保存同时程序也会在用户每确认10张图片后自动保存一次。手动确认过的标记将会被存放在所打开图片文件夹下的*Label.txt*中。在菜单栏点击 “文件” - "保存识别结果"后,会将此类图片的识别训练数据保存在*crop_img*文件夹下,识别标签保存在*rec_gt.txt*中<sup>[4]</sup>
### 注意
[1] PPOCRLabel以文件夹为基本标记单位打开待标记的图片文件夹后不会在窗口栏中显示图片而是在点击 "选择文件夹" 之后直接将文件夹下的图片导入到程序中。
[2] 图片状态表示本张图片用户是否手动保存过,未手动保存过即为 “X”手动保存过为 “√”。点击 “自动标注”按钮后PPOCRLabel不会对状态为 “√” 的图片重新标注。
[3] 点击“重新识别”后,模型会对图片中的识别结果进行覆盖。因此如果在此之前手动更改过识别结果,有可能在重新识别后产生变动。
[4] PPOCRLabel产生的文件放置于标记图片文件夹下包括一下几种请勿手动更改其中内容否则会引起程序出现异常。
| 文件名 | 说明 |
| :-----------: | :----------------------------------------------------------: |
| Label.txt | 检测标签可直接用于PPOCR检测模型训练。用户每保存10张检测结果后程序会进行自动写入。当用户关闭应用程序或切换文件路径后同样会进行写入。 |
| fileState.txt | 图片状态标记文件,保存当前文件夹下已经被用户手动确认过的图片名称。 |
| Cache.cach | 缓存文件,保存模型自动识别的结果。 |
| rec_gt.txt | 识别标签。可直接用于PPOCR识别模型训练。需用户手动点击菜单栏“文件” - "保存识别结果"后产生。 |
| crop_img | 识别数据。按照检测框切割后的图片。与rec_gt.txt同时产生。 |
## 说明
### 快捷键
| 快捷键 | 说明 |
| ---------------- | ---------------------------- |
| Ctrl + shift + A | 自动标注所有未确认过的图片 |
| Ctrl + shift + R | 对当前图片的所有标记重新识别 |
| W | 新建矩形框 |
| Q | 新建四点框 |
| Ctrl + E | 编辑所选框标签 |
| Ctrl + R | 重新识别所选标记 |
| Backspace | 删除所选框 |
| Ctrl + V | 确认本张图片标记 |
| Ctrl + Shift + d | 删除本张图片 |
| D | 下一张图片 |
| A | 上一张图片 |
| Ctrl++ | 缩小 |
| Ctrl-- | 放大 |
| ↑→↓← | 移动标记框 |
### 内置模型
- 默认模型PPOCRLabel默认使用PaddleOCR中的中英文超轻量OCR模型支持中英文与数字识别多种语言检测。
- 模型语言切换:用户可通过菜单栏中 "PaddleOCR" - "选择模型" 切换内置模型语言,目前支持的语言包括法文、德文、韩文、日文。具体模型下载链接可参考[PaddleOCR模型列表](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/models_list.md).
- 自定义模型:用户可根据[自定义模型代码使用](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/whl.md#%E8%87%AA%E5%AE%9A%E4%B9%89%E6%A8%A1%E5%9E%8B)通过修改PPOCRLabel.py中针对[PaddleOCR类的实例化](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/PPOCRLabel/PPOCRLabel.py#L110)替换成自己训练的模型。
### 导出部分识别结果
针对部分难以识别的数据,通过在识别结果的复选框中**取消勾选**相应的标记,其识别结果不会被导出。
*注意:识别结果中的复选框状态仍需用户手动点击保存后才能保留*
### 错误提示
- 如果同时使用whl包安装了paddleocr其优先级大于通过paddleocr.py调用PaddleOCR类whl包未更新时会导致程序异常。
- PPOCRLabel**不支持对中文文件名**的图片进行自动标注。
- 针对Linux用户如果您在打开软件过程中出现**objc[XXXXX]**开头的错误证明您的opencv版本太高建议安装4.2版本:
```
pip install opencv-python==4.2.0.32
```
- 如果出现 ```Missing string id``` 开头的错误,需要重新编译资源:
```
pyrcc5 -o libs/resources.py resources.qrc
```
- 如果出现``` module 'cv2' has no attribute 'INTER_NEAREST'```错误需要首先删除所有opencv相关包然后重新安装headless版本的opencv
```
pip install opencv-contrib-python-headless
```
### 参考资料
1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)

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English | [简体中文](README_ch.md)
# PPOCRLabel
PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field. It is written in python3 and pyqt5, supporting rectangular box annotation and four-point annotation modes. Annotations can be directly used for the training of PPOCR detection and recognition models.
<img src="./data/gif/steps_en.gif" width="100%"/>
### Recent Update
- 2020.12.18: Support re-recognition of a single label box (by [ninetailskim](https://github.com/ninetailskim) ), perfect shortcut keys.
## Installation
### 1. Install PaddleOCR
Refer to [PaddleOCR installation document](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/installation.md) to prepare PaddleOCR
### 2. Install PPOCRLabel
#### Windows + Anaconda
Download and install [Anaconda](https://www.anaconda.com/download/#download) (Python 3+)
```
pip install pyqt5
cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
python PPOCRLabel.py
```
#### Ubuntu Linux
```
pip3 install pyqt5
pip3 install trash-cli
cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
python3 PPOCRLabel.py
```
#### macOS
```
pip3 install pyqt5
pip3 uninstall opencv-python # Uninstall opencv manually as it conflicts with pyqt
pip3 install opencv-contrib-python-headless # Install the headless version of opencv
cd ./PPOCRLabel # Change the directory to the PPOCRLabel folder
python3 PPOCRLabel.py
```
## Usage
### Steps
1. Build and launch using the instructions above.
2. Click 'Open Dir' in Menu/File to select the folder of the picture.<sup>[1]</sup>
3. Click 'Auto recognition', use PPOCR model to automatically annotate images which marked with 'X' <sup>[2]</sup>before the file name.
4. Create Box:
4.1 Click 'Create RectBox' or press 'W' in English keyboard mode to draw a new rectangle detection box. Click and release left mouse to select a region to annotate the text area.
4.2 Press 'Q' to enter four-point labeling mode which enables you to create any four-point shape by clicking four points with the left mouse button in succession and DOUBLE CLICK the left mouse as the signal of labeling completion.
5. After the marking frame is drawn, the user clicks "OK", and the detection frame will be pre-assigned a "TEMPORARY" label.
6. Click 're-Recognition', model will rewrite ALL recognition results in ALL detection box<sup>[3]</sup>.
7. Double click the result in 'recognition result' list to manually change inaccurate recognition results.
8. Click "Check", the image status will switch to "√",then the program automatically jump to the next(The results will not be written directly to the file at this time).
9. Click "Delete Image" and the image will be deleted to the recycle bin.
10. Labeling result: the user can save manually through the menu "File - Save Label", while the program will also save automatically after every 10 images confirmed by the user.the manually checked label will be stored in *Label.txt* under the opened picture folder.
Click "PaddleOCR"-"Save Recognition Results" in the menu bar, the recognition training data of such pictures will be saved in the *crop_img* folder, and the recognition label will be saved in *rec_gt.txt*<sup>[4]</sup>.
### Note
[1] PPOCRLabel uses the opened folder as the project. After opening the image folder, the picture will not be displayed in the dialog. Instead, the pictures under the folder will be directly imported into the program after clicking "Open Dir".
[2] The image status indicates whether the user has saved the image manually. If it has not been saved manually it is "X", otherwise it is "√", PPOCRLabel will not relabel pictures with a status of "√".
[3] After clicking "Re-recognize", the model will overwrite ALL recognition results in the picture.
Therefore, if the recognition result has been manually changed before, it may change after re-recognition.
[4] The files produced by PPOCRLabel can be found under the opened picture folder including the following, please do not manually change the contents, otherwise it will cause the program to be abnormal.
| File name | Description |
| :-----------: | :----------------------------------------------------------: |
| Label.txt | The detection label file can be directly used for PPOCR detection model training. After the user saves 10 label results, the file will be automatically saved. It will also be written when the user closes the application or changes the file folder. |
| fileState.txt | The picture status file save the image in the current folder that has been manually confirmed by the user. |
| Cache.cach | Cache files to save the results of model recognition. |
| rec_gt.txt | The recognition label file, which can be directly used for PPOCR identification model training, is generated after the user clicks on the menu bar "File"-"Save recognition result". |
| crop_img | The recognition data, generated at the same time with *rec_gt.txt* |
## Explanation
### Shortcut keys
| Shortcut keys | Description |
| ---------------- | ------------------------------------------------ |
| Ctrl + shift + A | Automatically label all unchecked images |
| Ctrl + shift + R | Re-recognize all the labels of the current image |
| W | Create a rect box |
| Q | Create a four-points box |
| Ctrl + E | Edit label of the selected box |
| Ctrl + R | Re-recognize the selected box |
| Backspace | Delete the selected box |
| Ctrl + V | Check image |
| Ctrl + Shift + d | Delete image |
| D | Next image |
| A | Previous image |
| Ctrl++ | Zoom in |
| Ctrl-- | Zoom out |
| ↑→↓← | Move selected box |
### Built-in Model
- Default model: PPOCRLabel uses the Chinese and English ultra-lightweight OCR model in PaddleOCR by default, supports Chinese, English and number recognition, and multiple language detection.
- Model language switching: Changing the built-in model language is supportable by clicking "PaddleOCR"-"Choose OCR Model" in the menu bar. Currently supported languagesinclude French, German, Korean, and Japanese.
For specific model download links, please refer to [PaddleOCR Model List](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_en/models_list_en.md#multilingual-recognition-modelupdating)
- Custom model: The model trained by users can be replaced by modifying PPOCRLabel.py in [PaddleOCR class instantiation](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/PPOCRLabel/PPOCRLabel.py#L110) referring [Custom Model Code](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_en/whl_en.md#use-custom-model)
### Export partial recognition results
For some data that are difficult to recognize, the recognition results will not be exported by **unchecking** the corresponding tags in the recognition results checkbox.
*Note: The status of the checkboxes in the recognition results still needs to be saved manually by clicking Save Button.*
### Error message
- If paddleocr is installed with whl, it has a higher priority than calling PaddleOCR class with paddleocr.py, which may cause an exception if whl package is not updated.
- For Linux users, if you get an error starting with **objc[XXXXX]** when opening the software, it proves that your opencv version is too high. It is recommended to install version 4.2:
```
pip install opencv-python==4.2.0.32
```
- If you get an error starting with **Missing string id **,you need to recompile resources:
```
pyrcc5 -o libs/resources.py resources.qrc
```
- If you get an error ``` module 'cv2' has no attribute 'INTER_NEAREST'```, you need to delete all opencv related packages first, and then reinstall the headless version of opencv
```
pip install opencv-contrib-python-headless
```
### Related
1.[Tzutalin. LabelImg. Git code (2015)](https://github.com/tzutalin/labelImg)

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
import sys
try:
from PyQt5.QtWidgets import QWidget, QHBoxLayout, QComboBox
except ImportError:
# needed for py3+qt4
# Ref:
# http://pyqt.sourceforge.net/Docs/PyQt4/incompatible_apis.html
# http://stackoverflow.com/questions/21217399/pyqt4-qtcore-qvariant-object-instead-of-a-string
if sys.version_info.major >= 3:
import sip
sip.setapi('QVariant', 2)
from PyQt4.QtGui import QWidget, QHBoxLayout, QComboBox
class ComboBox(QWidget):
def __init__(self, parent=None, items=[]):
super(ComboBox, self).__init__(parent)
layout = QHBoxLayout()
self.cb = QComboBox()
self.items = items
self.cb.addItems(self.items)
self.cb.currentIndexChanged.connect(parent.comboSelectionChanged)
layout.addWidget(self.cb)
self.setLayout(layout)
def update_items(self, items):
self.items = items
self.cb.clear()
self.cb.addItems(self.items)

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__version_info__ = ('1', '0', '0')
__version__ = '.'.join(__version_info__)

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try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
import json
from libs.utils import newIcon
BB = QDialogButtonBox
class Worker(QThread):
progressBarValue = pyqtSignal(int)
listValue = pyqtSignal(str)
endsignal = pyqtSignal(int, str)
handle = 0
def __init__(self, ocr, mImgList, mainThread, model):
super(Worker, self).__init__()
self.ocr = ocr
self.mImgList = mImgList
self.mainThread = mainThread
self.model = model
self.setStackSize(1024*1024)
def run(self):
try:
findex = 0
for Imgpath in self.mImgList:
if self.handle == 0:
self.listValue.emit(Imgpath)
if self.model == 'paddle':
self.result_dic = self.ocr.ocr(Imgpath, cls=True, det=True)
# 结果保存
if self.result_dic is None or len(self.result_dic) == 0:
print('Can not recognise file is : ', Imgpath)
pass
else:
strs = ''
for res in self.result_dic:
chars = res[1][0]
cond = res[1][1]
posi = res[0]
strs += "Transcription: " + chars + " Probability: " + str(cond) + \
" Location: " + json.dumps(posi) +'\n'
# Sending large amounts of data repeatedly through pyqtSignal may affect the program efficiency
self.listValue.emit(strs)
self.mainThread.result_dic = self.result_dic
self.mainThread.filePath = Imgpath
# 保存
self.mainThread.saveFile(mode='Auto')
findex += 1
self.progressBarValue.emit(findex)
else:
break
self.endsignal.emit(0, "readAll")
self.exec()
except Exception as e:
print(e)
raise
class AutoDialog(QDialog):
def __init__(self, text="Enter object label", parent=None, ocr=None, mImgList=None, lenbar=0):
super(AutoDialog, self).__init__(parent)
self.setFixedWidth(1000)
self.parent = parent
self.ocr = ocr
self.mImgList = mImgList
self.pb = QProgressBar()
self.pb.setRange(0, lenbar)
self.pb.setValue(0)
layout = QVBoxLayout()
layout.addWidget(self.pb)
self.model = 'paddle'
self.listWidget = QListWidget(self)
layout.addWidget(self.listWidget)
self.buttonBox = bb = BB(BB.Ok | BB.Cancel, Qt.Horizontal, self)
bb.button(BB.Ok).setIcon(newIcon('done'))
bb.button(BB.Cancel).setIcon(newIcon('undo'))
bb.accepted.connect(self.validate)
bb.rejected.connect(self.reject)
layout.addWidget(bb)
bb.button(BB.Ok).setEnabled(False)
self.setLayout(layout)
# self.setWindowTitle("自动标注中")
self.setWindowModality(Qt.ApplicationModal)
# self.setWindowFlags(Qt.WindowCloseButtonHint)
self.thread_1 = Worker(self.ocr, self.mImgList, self.parent, 'paddle')
self.thread_1.progressBarValue.connect(self.handleProgressBarSingal)
self.thread_1.listValue.connect(self.handleListWidgetSingal)
self.thread_1.endsignal.connect(self.handleEndsignalSignal)
def handleProgressBarSingal(self, i):
self.pb.setValue(i)
def handleListWidgetSingal(self, i):
self.listWidget.addItem(i)
titem = self.listWidget.item(self.listWidget.count() - 1)
self.listWidget.scrollToItem(titem)
def handleEndsignalSignal(self, i, str):
if i == 0 and str == "readAll":
self.buttonBox.button(BB.Ok).setEnabled(True)
self.buttonBox.button(BB.Cancel).setEnabled(False)
def reject(self):
print("reject")
self.thread_1.handle = -1
self.thread_1.quit()
# del self.thread_1
# if self.thread_1.isRunning():
# self.thread_1.terminate()
# self.thread_1.quit()
# super(AutoDialog,self).reject()
while not self.thread_1.isFinished():
pass
self.accept()
def validate(self):
self.accept()
def postProcess(self):
try:
self.edit.setText(self.edit.text().trimmed())
# print(self.edit.text())
except AttributeError:
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
self.edit.setText(self.edit.text())
print(self.edit.text())
def popUp(self):
self.thread_1.start()
return 1 if self.exec_() else None
def closeEvent(self, event):
print("???")
# if self.thread_1.isRunning():
# self.thread_1.quit()
#
# # self._thread.terminate()
# # del self.thread_1
# super(AutoDialog, self).closeEvent(event)
self.reject()

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
#from PyQt4.QtOpenGL import *
from libs.shape import Shape
from libs.utils import distance
CURSOR_DEFAULT = Qt.ArrowCursor
CURSOR_POINT = Qt.PointingHandCursor
CURSOR_DRAW = Qt.CrossCursor
CURSOR_MOVE = Qt.ClosedHandCursor
CURSOR_GRAB = Qt.OpenHandCursor
# class Canvas(QGLWidget):
class Canvas(QWidget):
zoomRequest = pyqtSignal(int)
scrollRequest = pyqtSignal(int, int)
newShape = pyqtSignal()
selectionChanged = pyqtSignal(bool)
shapeMoved = pyqtSignal()
drawingPolygon = pyqtSignal(bool)
CREATE, EDIT = list(range(2))
_fill_drawing = False # draw shadows
epsilon = 11.0
def __init__(self, *args, **kwargs):
super(Canvas, self).__init__(*args, **kwargs)
# Initialise local state.
self.mode = self.EDIT
self.shapes = []
self.current = None
self.selectedShape = None # save the selected shape here
self.selectedShapeCopy = None
self.drawingLineColor = QColor(0, 0, 255)
self.drawingRectColor = QColor(0, 0, 255)
self.line = Shape(line_color=self.drawingLineColor)
self.prevPoint = QPointF()
self.offsets = QPointF(), QPointF()
self.scale = 1.0
self.pixmap = QPixmap()
self.visible = {}
self._hideBackround = False
self.hideBackround = False
self.hShape = None
self.hVertex = None
self._painter = QPainter()
self._cursor = CURSOR_DEFAULT
# Menus:
self.menus = (QMenu(), QMenu())
# Set widget options.
self.setMouseTracking(True)
self.setFocusPolicy(Qt.WheelFocus)
self.verified = False
self.drawSquare = False
self.fourpoint = True # ADD
self.pointnum = 0
#initialisation for panning
self.pan_initial_pos = QPoint()
def setDrawingColor(self, qColor):
self.drawingLineColor = qColor
self.drawingRectColor = qColor
def enterEvent(self, ev):
self.overrideCursor(self._cursor)
def leaveEvent(self, ev):
self.restoreCursor()
def focusOutEvent(self, ev):
self.restoreCursor()
def isVisible(self, shape):
return self.visible.get(shape, True)
def drawing(self):
return self.mode == self.CREATE
def editing(self):
return self.mode == self.EDIT
def setEditing(self, value=True):
self.mode = self.EDIT if value else self.CREATE
if not value: # Create
self.unHighlight()
self.deSelectShape()
self.prevPoint = QPointF()
self.repaint()
def unHighlight(self):
if self.hShape:
self.hShape.highlightClear()
self.hVertex = self.hShape = None
def selectedVertex(self):
return self.hVertex is not None
def mouseMoveEvent(self, ev):
"""Update line with last point and current coordinates."""
pos = self.transformPos(ev.pos())
# Update coordinates in status bar if image is opened
window = self.parent().window()
if window.filePath is not None:
self.parent().window().labelCoordinates.setText(
'X: %d; Y: %d' % (pos.x(), pos.y()))
# Polygon drawing.
if self.drawing():
self.overrideCursor(CURSOR_DRAW) # ?
if self.current:
# Display annotation width and height while drawing
currentWidth = abs(self.current[0].x() - pos.x())
currentHeight = abs(self.current[0].y() - pos.y())
self.parent().window().labelCoordinates.setText(
'Width: %d, Height: %d / X: %d; Y: %d' % (currentWidth, currentHeight, pos.x(), pos.y()))
color = self.drawingLineColor
if self.outOfPixmap(pos):
# Don't allow the user to draw outside the pixmap.
# Clip the coordinates to 0 or max,
# if they are outside the range [0, max]
size = self.pixmap.size()
clipped_x = min(max(0, pos.x()), size.width())
clipped_y = min(max(0, pos.y()), size.height())
pos = QPointF(clipped_x, clipped_y)
elif len(self.current) > 1 and self.closeEnough(pos, self.current[0]) and not self.fourpoint:
# Attract line to starting point and colorise to alert the
# user:
pos = self.current[0]
color = self.current.line_color
self.overrideCursor(CURSOR_POINT)
self.current.highlightVertex(0, Shape.NEAR_VERTEX)
elif ( # ADD
len(self.current) > 1
and self.fourpoint
and self.closeEnough(pos, self.current[0])
):
# Attract line to starting point and
# colorise to alert the user.
pos = self.current[0]
self.overrideCursor(CURSOR_POINT)
self.current.highlightVertex(0, Shape.NEAR_VERTEX)
if self.drawSquare:
initPos = self.current[0]
minX = initPos.x()
minY = initPos.y()
min_size = min(abs(pos.x() - minX), abs(pos.y() - minY))
directionX = -1 if pos.x() - minX < 0 else 1
directionY = -1 if pos.y() - minY < 0 else 1
self.line[1] = QPointF(minX + directionX * min_size, minY + directionY * min_size)
elif self.fourpoint:
# self.line[self.pointnum] = pos # OLD
self.line[0] = self.current[-1]
self.line[1] = pos
else:
self.line[1] = pos # pos is the mouse's current position
self.line.line_color = color
self.prevPoint = QPointF() #
self.current.highlightClear()
else:
self.prevPoint = pos
self.repaint()
return
# Polygon copy moving.
if Qt.RightButton & ev.buttons():
if self.selectedShapeCopy and self.prevPoint:
self.overrideCursor(CURSOR_MOVE)
self.boundedMoveShape(self.selectedShapeCopy, pos)
self.repaint()
elif self.selectedShape:
self.selectedShapeCopy = self.selectedShape.copy()
self.repaint()
return
# Polygon/Vertex moving.
if Qt.LeftButton & ev.buttons():
if self.selectedVertex():
self.boundedMoveVertex(pos)
self.shapeMoved.emit()
self.repaint()
elif self.selectedShape and self.prevPoint:
self.overrideCursor(CURSOR_MOVE)
self.boundedMoveShape(self.selectedShape, pos)
self.shapeMoved.emit()
self.repaint()
else:
#pan
delta_x = pos.x() - self.pan_initial_pos.x()
delta_y = pos.y() - self.pan_initial_pos.y()
self.scrollRequest.emit(delta_x, Qt.Horizontal)
self.scrollRequest.emit(delta_y, Qt.Vertical)
self.update()
return
# Just hovering over the canvas, 2 posibilities:
# - Highlight shapes
# - Highlight vertex
# Update shape/vertex fill and tooltip value accordingly.
self.setToolTip("Image")
for shape in reversed([s for s in self.shapes if self.isVisible(s)]):
# Look for a nearby vertex to highlight. If that fails,
# check if we happen to be inside a shape.
index = shape.nearestVertex(pos, self.epsilon)
if index is not None:
if self.selectedVertex():
self.hShape.highlightClear()
self.hVertex, self.hShape = index, shape
shape.highlightVertex(index, shape.MOVE_VERTEX)
self.overrideCursor(CURSOR_POINT)
self.setToolTip("Click & drag to move point")
self.setStatusTip(self.toolTip())
self.update()
break
elif shape.containsPoint(pos):
if self.selectedVertex():
self.hShape.highlightClear()
self.hVertex, self.hShape = None, shape
self.setToolTip(
"Click & drag to move shape '%s'" % shape.label)
self.setStatusTip(self.toolTip())
self.overrideCursor(CURSOR_GRAB)
self.update()
break
else: # Nothing found, clear highlights, reset state.
if self.hShape:
self.hShape.highlightClear()
self.update()
self.hVertex, self.hShape = None, None
self.overrideCursor(CURSOR_DEFAULT)
def mousePressEvent(self, ev):
pos = self.transformPos(ev.pos())
if ev.button() == Qt.LeftButton:
if self.drawing():
# self.handleDrawing(pos) # OLD
if self.current and self.fourpoint: # ADD IF
# Add point to existing shape.
print('Adding points in mousePressEvent is ', self.line[1])
self.current.addPoint(self.line[1])
self.line[0] = self.current[-1]
if self.current.isClosed():
# print('1111')
self.finalise()
elif not self.outOfPixmap(pos):
# Create new shape.
self.current = Shape()# self.current = Shape(shape_type=self.createMode)
self.current.addPoint(pos)
# if self.createMode == "point":
# self.finalise()
# else:
# if self.createMode == "circle":
# self.current.shape_type = "circle"
self.line.points = [pos, pos]
self.setHiding()
self.drawingPolygon.emit(True)
self.update()
else:
selection = self.selectShapePoint(pos)
self.prevPoint = pos
if selection is None:
#pan
QApplication.setOverrideCursor(QCursor(Qt.OpenHandCursor))
self.pan_initial_pos = pos
elif ev.button() == Qt.RightButton and self.editing():
self.selectShapePoint(pos)
self.prevPoint = pos
self.update()
def mouseReleaseEvent(self, ev):
if ev.button() == Qt.RightButton:
menu = self.menus[bool(self.selectedShapeCopy)]
self.restoreCursor()
if not menu.exec_(self.mapToGlobal(ev.pos()))\
and self.selectedShapeCopy:
# Cancel the move by deleting the shadow copy.
self.selectedShapeCopy = None
self.repaint()
elif ev.button() == Qt.LeftButton and self.selectedShape: # OLD
if self.selectedVertex():
self.overrideCursor(CURSOR_POINT)
else:
self.overrideCursor(CURSOR_GRAB)
elif ev.button() == Qt.LeftButton and not self.fourpoint:
pos = self.transformPos(ev.pos())
if self.drawing():
self.handleDrawing(pos)
else:
#pan
QApplication.restoreOverrideCursor() # ?
def endMove(self, copy=False):
assert self.selectedShape and self.selectedShapeCopy
shape = self.selectedShapeCopy
#del shape.fill_color
#del shape.line_color
if copy:
self.shapes.append(shape)
self.selectedShape.selected = False
self.selectedShape = shape
self.repaint()
else:
self.selectedShape.points = [p for p in shape.points]
self.selectedShapeCopy = None
def hideBackroundShapes(self, value):
self.hideBackround = value
if self.selectedShape:
# Only hide other shapes if there is a current selection.
# Otherwise the user will not be able to select a shape.
self.setHiding(True)
self.repaint()
def handleDrawing(self, pos):
if self.current and self.current.reachMaxPoints() is False:
if self.fourpoint:
targetPos = self.line[self.pointnum]
self.current.addPoint(targetPos)
print('current points in handleDrawing is ', self.line[self.pointnum])
self.update()
if self.pointnum == 3:
self.finalise()
else: # 按住送掉后跳到这里
initPos = self.current[0]
print('initPos', self.current[0])
minX = initPos.x()
minY = initPos.y()
targetPos = self.line[1]
maxX = targetPos.x()
maxY = targetPos.y()
self.current.addPoint(QPointF(maxX, minY))
self.current.addPoint(targetPos)
self.current.addPoint(QPointF(minX, maxY))
self.finalise()
elif not self.outOfPixmap(pos):
print('release')
self.current = Shape()
self.current.addPoint(pos)
self.line.points = [pos, pos]
self.setHiding()
self.drawingPolygon.emit(True)
self.update()
def setHiding(self, enable=True):
self._hideBackround = self.hideBackround if enable else False
def canCloseShape(self):
return self.drawing() and self.current and len(self.current) > 2
def mouseDoubleClickEvent(self, ev):
# We need at least 4 points here, since the mousePress handler
# adds an extra one before this handler is called.
if self.canCloseShape() and len(self.current) > 3:
if not self.fourpoint:
self.current.popPoint()
self.finalise()
def selectShape(self, shape):
self.deSelectShape()
shape.selected = True
self.selectedShape = shape
self.setHiding()
self.selectionChanged.emit(True)
self.update()
def selectShapePoint(self, point):
"""Select the first shape created which contains this point."""
self.deSelectShape()
if self.selectedVertex(): # A vertex is marked for selection.
index, shape = self.hVertex, self.hShape
shape.highlightVertex(index, shape.MOVE_VERTEX)
self.selectShape(shape)
return self.hVertex
for shape in reversed(self.shapes):
if self.isVisible(shape) and shape.containsPoint(point):
self.selectShape(shape)
self.calculateOffsets(shape, point)
return self.selectedShape
return None
def calculateOffsets(self, shape, point):
rect = shape.boundingRect()
x1 = rect.x() - point.x()
y1 = rect.y() - point.y()
x2 = (rect.x() + rect.width()) - point.x()
y2 = (rect.y() + rect.height()) - point.y()
self.offsets = QPointF(x1, y1), QPointF(x2, y2)
def snapPointToCanvas(self, x, y):
"""
Moves a point x,y to within the boundaries of the canvas.
:return: (x,y,snapped) where snapped is True if x or y were changed, False if not.
"""
if x < 0 or x > self.pixmap.width() or y < 0 or y > self.pixmap.height():
x = max(x, 0)
y = max(y, 0)
x = min(x, self.pixmap.width())
y = min(y, self.pixmap.height())
return x, y, True
return x, y, False
def boundedMoveVertex(self, pos):
index, shape = self.hVertex, self.hShape
point = shape[index]
if self.outOfPixmap(pos):
size = self.pixmap.size()
clipped_x = min(max(0, pos.x()), size.width())
clipped_y = min(max(0, pos.y()), size.height())
pos = QPointF(clipped_x, clipped_y)
if self.drawSquare:
opposite_point_index = (index + 2) % 4
opposite_point = shape[opposite_point_index]
min_size = min(abs(pos.x() - opposite_point.x()), abs(pos.y() - opposite_point.y()))
directionX = -1 if pos.x() - opposite_point.x() < 0 else 1
directionY = -1 if pos.y() - opposite_point.y() < 0 else 1
shiftPos = QPointF(opposite_point.x() + directionX * min_size - point.x(),
opposite_point.y() + directionY * min_size - point.y())
else:
shiftPos = pos - point
shape.moveVertexBy(index, shiftPos)
lindex = (index + 1) % 4
rindex = (index + 3) % 4
lshift = None
rshift = None
if index % 2 == 0:
rshift = QPointF(shiftPos.x(), 0)
lshift = QPointF(0, shiftPos.y())
else:
lshift = QPointF(shiftPos.x(), 0)
rshift = QPointF(0, shiftPos.y())
shape.moveVertexBy(rindex, rshift)
shape.moveVertexBy(lindex, lshift)
def boundedMoveShape(self, shape, pos):
if self.outOfPixmap(pos):
return False # No need to move
o1 = pos + self.offsets[0]
if self.outOfPixmap(o1):
pos -= QPointF(min(0, o1.x()), min(0, o1.y()))
o2 = pos + self.offsets[1]
if self.outOfPixmap(o2):
pos += QPointF(min(0, self.pixmap.width() - o2.x()),
min(0, self.pixmap.height() - o2.y()))
# The next line tracks the new position of the cursor
# relative to the shape, but also results in making it
# a bit "shaky" when nearing the border and allows it to
# go outside of the shape's area for some reason. XXX
#self.calculateOffsets(self.selectedShape, pos)
dp = pos - self.prevPoint
if dp:
shape.moveBy(dp)
self.prevPoint = pos
return True
return False
def deSelectShape(self):
if self.selectedShape:
self.selectedShape.selected = False
self.selectedShape = None
self.setHiding(False)
self.selectionChanged.emit(False)
self.update()
def deleteSelected(self):
if self.selectedShape:
shape = self.selectedShape
self.shapes.remove(self.selectedShape)
self.selectedShape = None
self.update()
return shape
def copySelectedShape(self):
if self.selectedShape:
shape = self.selectedShape.copy()
self.deSelectShape()
self.shapes.append(shape)
shape.selected = True
self.selectedShape = shape
self.boundedShiftShape(shape)
return shape
def boundedShiftShape(self, shape):
# Try to move in one direction, and if it fails in another.
# Give up if both fail.
point = shape[0]
offset = QPointF(2.0, 2.0)
self.calculateOffsets(shape, point)
self.prevPoint = point
if not self.boundedMoveShape(shape, point - offset):
self.boundedMoveShape(shape, point + offset)
def paintEvent(self, event):
if not self.pixmap:
return super(Canvas, self).paintEvent(event)
p = self._painter
p.begin(self)
p.setRenderHint(QPainter.Antialiasing)
p.setRenderHint(QPainter.HighQualityAntialiasing)
p.setRenderHint(QPainter.SmoothPixmapTransform)
p.scale(self.scale, self.scale)
p.translate(self.offsetToCenter())
p.drawPixmap(0, 0, self.pixmap)
Shape.scale = self.scale
for shape in self.shapes:
if (shape.selected or not self._hideBackround) and self.isVisible(shape):
shape.fill = shape.selected or shape == self.hShape
shape.paint(p)
if self.current:
self.current.paint(p)
self.line.paint(p)
if self.selectedShapeCopy:
self.selectedShapeCopy.paint(p)
# Paint rect
if self.current is not None and len(self.line) == 2 and not self.fourpoint:
# print('Drawing rect')
leftTop = self.line[0]
rightBottom = self.line[1]
rectWidth = rightBottom.x() - leftTop.x()
rectHeight = rightBottom.y() - leftTop.y()
p.setPen(self.drawingRectColor)
brush = QBrush(Qt.BDiagPattern)
p.setBrush(brush)
p.drawRect(leftTop.x(), leftTop.y(), rectWidth, rectHeight)
# ADD
if (
self.fillDrawing()
and self.fourpoint
and self.current is not None
and len(self.current.points) >= 2
):
print('paint event')
drawing_shape = self.current.copy()
drawing_shape.addPoint(self.line[1])
drawing_shape.fill = True
drawing_shape.paint(p)
if self.drawing() and not self.prevPoint.isNull() and not self.outOfPixmap(self.prevPoint):
p.setPen(QColor(0, 0, 0))
p.drawLine(self.prevPoint.x(), 0, self.prevPoint.x(), self.pixmap.height())
p.drawLine(0, self.prevPoint.y(), self.pixmap.width(), self.prevPoint.y())
self.setAutoFillBackground(True)
if self.verified:
pal = self.palette()
pal.setColor(self.backgroundRole(), QColor(184, 239, 38, 128))
self.setPalette(pal)
else:
pal = self.palette()
pal.setColor(self.backgroundRole(), QColor(232, 232, 232, 255))
self.setPalette(pal)
p.end()
def fillDrawing(self):
return self._fill_drawing
def transformPos(self, point):
"""Convert from widget-logical coordinates to painter-logical coordinates."""
return point / self.scale - self.offsetToCenter()
def offsetToCenter(self):
s = self.scale
area = super(Canvas, self).size()
w, h = self.pixmap.width() * s, self.pixmap.height() * s
aw, ah = area.width(), area.height()
x = (aw - w) / (2 * s) if aw > w else 0
y = (ah - h) / (2 * s) if ah > h else 0
return QPointF(x, y)
def outOfPixmap(self, p):
w, h = self.pixmap.width(), self.pixmap.height()
return not (0 <= p.x() <= w and 0 <= p.y() <= h)
def finalise(self):
assert self.current
if self.current.points[0] == self.current.points[-1]:
# print('finalse')
self.current = None
self.drawingPolygon.emit(False)
self.update()
return
self.current.close()
self.shapes.append(self.current)
self.current = None
self.setHiding(False)
self.newShape.emit()
self.update()
def closeEnough(self, p1, p2):
#d = distance(p1 - p2)
#m = (p1-p2).manhattanLength()
# print "d %.2f, m %d, %.2f" % (d, m, d - m)
return distance(p1 - p2) < self.epsilon
# These two, along with a call to adjustSize are required for the
# scroll area.
def sizeHint(self):
return self.minimumSizeHint()
def minimumSizeHint(self):
if self.pixmap:
return self.scale * self.pixmap.size()
return super(Canvas, self).minimumSizeHint()
def wheelEvent(self, ev):
qt_version = 4 if hasattr(ev, "delta") else 5
if qt_version == 4:
if ev.orientation() == Qt.Vertical:
v_delta = ev.delta()
h_delta = 0
else:
h_delta = ev.delta()
v_delta = 0
else:
delta = ev.angleDelta()
h_delta = delta.x()
v_delta = delta.y()
mods = ev.modifiers()
if Qt.ControlModifier == int(mods) and v_delta:
self.zoomRequest.emit(v_delta)
else:
v_delta and self.scrollRequest.emit(v_delta, Qt.Vertical)
h_delta and self.scrollRequest.emit(h_delta, Qt.Horizontal)
ev.accept()
def keyPressEvent(self, ev):
key = ev.key()
if key == Qt.Key_Escape and self.current:
print('ESC press')
self.current = None
self.drawingPolygon.emit(False)
self.update()
elif key == Qt.Key_Return and self.canCloseShape():
self.finalise()
elif key == Qt.Key_Left and self.selectedShape:
self.moveOnePixel('Left')
elif key == Qt.Key_Right and self.selectedShape:
self.moveOnePixel('Right')
elif key == Qt.Key_Up and self.selectedShape:
self.moveOnePixel('Up')
elif key == Qt.Key_Down and self.selectedShape:
self.moveOnePixel('Down')
def moveOnePixel(self, direction):
# print(self.selectedShape.points)
if direction == 'Left' and not self.moveOutOfBound(QPointF(-1.0, 0)):
# print("move Left one pixel")
self.selectedShape.points[0] += QPointF(-1.0, 0)
self.selectedShape.points[1] += QPointF(-1.0, 0)
self.selectedShape.points[2] += QPointF(-1.0, 0)
self.selectedShape.points[3] += QPointF(-1.0, 0)
elif direction == 'Right' and not self.moveOutOfBound(QPointF(1.0, 0)):
# print("move Right one pixel")
self.selectedShape.points[0] += QPointF(1.0, 0)
self.selectedShape.points[1] += QPointF(1.0, 0)
self.selectedShape.points[2] += QPointF(1.0, 0)
self.selectedShape.points[3] += QPointF(1.0, 0)
elif direction == 'Up' and not self.moveOutOfBound(QPointF(0, -1.0)):
# print("move Up one pixel")
self.selectedShape.points[0] += QPointF(0, -1.0)
self.selectedShape.points[1] += QPointF(0, -1.0)
self.selectedShape.points[2] += QPointF(0, -1.0)
self.selectedShape.points[3] += QPointF(0, -1.0)
elif direction == 'Down' and not self.moveOutOfBound(QPointF(0, 1.0)):
# print("move Down one pixel")
self.selectedShape.points[0] += QPointF(0, 1.0)
self.selectedShape.points[1] += QPointF(0, 1.0)
self.selectedShape.points[2] += QPointF(0, 1.0)
self.selectedShape.points[3] += QPointF(0, 1.0)
self.shapeMoved.emit()
self.repaint()
def moveOutOfBound(self, step):
points = [p1+p2 for p1, p2 in zip(self.selectedShape.points, [step]*4)]
return True in map(self.outOfPixmap, points)
def setLastLabel(self, text, line_color = None, fill_color = None):
assert text
self.shapes[-1].label = text
if line_color:
self.shapes[-1].line_color = line_color
if fill_color:
self.shapes[-1].fill_color = fill_color
return self.shapes[-1]
def undoLastLine(self):
assert self.shapes
self.current = self.shapes.pop()
self.current.setOpen()
self.line.points = [self.current[-1], self.current[0]]
self.drawingPolygon.emit(True)
def resetAllLines(self):
assert self.shapes
self.current = self.shapes.pop()
self.current.setOpen()
self.line.points = [self.current[-1], self.current[0]]
self.drawingPolygon.emit(True)
self.current = None
self.drawingPolygon.emit(False)
self.update()
def loadPixmap(self, pixmap):
self.pixmap = pixmap
self.shapes = []
self.repaint() # 这函数在哪
def loadShapes(self, shapes):
self.shapes = list(shapes)
self.current = None
self.repaint()
def setShapeVisible(self, shape, value):
self.visible[shape] = value
self.repaint()
def currentCursor(self):
cursor = QApplication.overrideCursor()
if cursor is not None:
cursor = cursor.shape()
return cursor
def overrideCursor(self, cursor):
self._cursor = cursor
if self.currentCursor() is None:
QApplication.setOverrideCursor(cursor)
else:
QApplication.changeOverrideCursor(cursor)
def restoreCursor(self):
QApplication.restoreOverrideCursor()
def resetState(self):
self.restoreCursor()
self.pixmap = None
self.update()
def setDrawingShapeToSquare(self, status):
self.drawSquare = status

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import QColorDialog, QDialogButtonBox
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
BB = QDialogButtonBox
class ColorDialog(QColorDialog):
def __init__(self, parent=None):
super(ColorDialog, self).__init__(parent)
self.setOption(QColorDialog.ShowAlphaChannel)
# The Mac native dialog does not support our restore button.
self.setOption(QColorDialog.DontUseNativeDialog)
# Add a restore defaults button.
# The default is set at invocation time, so that it
# works across dialogs for different elements.
self.default = None
self.bb = self.layout().itemAt(1).widget()
self.bb.addButton(BB.RestoreDefaults)
self.bb.clicked.connect(self.checkRestore)
def getColor(self, value=None, title=None, default=None):
self.default = default
if title:
self.setWindowTitle(title)
if value:
self.setCurrentColor(value)
return self.currentColor() if self.exec_() else None
def checkRestore(self, button):
if self.bb.buttonRole(button) & BB.ResetRole and self.default:
self.setCurrentColor(self.default)

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
SETTING_FILENAME = 'filename'
SETTING_RECENT_FILES = 'recentFiles'
SETTING_WIN_SIZE = 'window/size'
SETTING_WIN_POSE = 'window/position'
SETTING_WIN_GEOMETRY = 'window/geometry'
SETTING_LINE_COLOR = 'line/color'
SETTING_FILL_COLOR = 'fill/color'
SETTING_ADVANCE_MODE = 'advanced'
SETTING_WIN_STATE = 'window/state'
SETTING_SAVE_DIR = 'savedir'
SETTING_PAINT_LABEL = 'paintlabel'
SETTING_LAST_OPEN_DIR = 'lastOpenDir'
SETTING_AUTO_SAVE = 'autosave'
SETTING_SINGLE_CLASS = 'singleclass'
FORMAT_PASCALVOC='PascalVOC'
FORMAT_YOLO='YOLO'
SETTING_DRAW_SQUARE = 'draw/square'
SETTING_LABEL_FILE_FORMAT= 'labelFileFormat'
DEFAULT_ENCODING = 'utf-8'

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
#!/usr/bin/env python
# -*- coding: utf8 -*-
import json
from pathlib import Path
from libs.constants import DEFAULT_ENCODING
import os
JSON_EXT = '.json'
ENCODE_METHOD = DEFAULT_ENCODING
class CreateMLWriter:
def __init__(self, foldername, filename, imgsize, shapes, outputfile, databasesrc='Unknown', localimgpath=None):
self.foldername = foldername
self.filename = filename
self.databasesrc = databasesrc
self.imgsize = imgsize
self.boxlist = []
self.localimgpath = localimgpath
self.verified = False
self.shapes = shapes
self.outputfile = outputfile
def write(self):
if os.path.isfile(self.outputfile):
with open(self.outputfile, "r") as file:
input_data = file.read()
outputdict = json.loads(input_data)
else:
outputdict = []
outputimagedict = {
"image": self.filename,
"annotations": []
}
for shape in self.shapes:
points = shape["points"]
x1 = points[0][0]
y1 = points[0][1]
x2 = points[1][0]
y2 = points[2][1]
height, width, x, y = self.calculate_coordinates(x1, x2, y1, y2)
shapedict = {
"label": shape["label"],
"coordinates": {
"x": x,
"y": y,
"width": width,
"height": height
}
}
outputimagedict["annotations"].append(shapedict)
# check if image already in output
exists = False
for i in range(0, len(outputdict)):
if outputdict[i]["image"] == outputimagedict["image"]:
exists = True
outputdict[i] = outputimagedict
break
if not exists:
outputdict.append(outputimagedict)
Path(self.outputfile).write_text(json.dumps(outputdict), ENCODE_METHOD)
def calculate_coordinates(self, x1, x2, y1, y2):
if x1 < x2:
xmin = x1
xmax = x2
else:
xmin = x2
xmax = x1
if y1 < y2:
ymin = y1
ymax = y2
else:
ymin = y2
ymax = y1
width = xmax - xmin
if width < 0:
width = width * -1
height = ymax - ymin
# x and y from center of rect
x = xmin + width / 2
y = ymin + height / 2
return height, width, x, y
class CreateMLReader:
def __init__(self, jsonpath, filepath):
self.jsonpath = jsonpath
self.shapes = []
self.verified = False
self.filename = filepath.split("/")[-1:][0]
try:
self.parse_json()
except ValueError:
print("JSON decoding failed")
def parse_json(self):
with open(self.jsonpath, "r") as file:
inputdata = file.read()
outputdict = json.loads(inputdata)
self.verified = True
if len(self.shapes) > 0:
self.shapes = []
for image in outputdict:
if image["image"] == self.filename:
for shape in image["annotations"]:
self.add_shape(shape["label"], shape["coordinates"])
def add_shape(self, label, bndbox):
xmin = bndbox["x"] - (bndbox["width"] / 2)
ymin = bndbox["y"] - (bndbox["height"] / 2)
xmax = bndbox["x"] + (bndbox["width"] / 2)
ymax = bndbox["y"] + (bndbox["height"] / 2)
points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]
self.shapes.append((label, points, None, None, True))
def get_shapes(self):
return self.shapes

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import sys
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
except ImportError:
# needed for py3+qt4
# Ref:
# http://pyqt.sourceforge.net/Docs/PyQt4/incompatible_apis.html
# http://stackoverflow.com/questions/21217399/pyqt4-qtcore-qvariant-object-instead-of-a-string
if sys.version_info.major >= 3:
import sip
sip.setapi('QVariant', 2)
from PyQt4.QtGui import *
from PyQt4.QtCore import *
# PyQt5: TypeError: unhashable type: 'QListWidgetItem'
class HashableQListWidgetItem(QListWidgetItem):
def __init__(self, *args):
super(HashableQListWidgetItem, self).__init__(*args)
def __hash__(self):
return hash(id(self))

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
from libs.utils import newIcon, labelValidator
BB = QDialogButtonBox
class LabelDialog(QDialog):
def __init__(self, text="Enter object label", parent=None, listItem=None):
super(LabelDialog, self).__init__(parent)
self.edit = QLineEdit() # OLD
# self.edit = QTextEdit()
self.edit.setText(text)
# self.edit.setValidator(labelValidator()) # 验证有效性
self.edit.editingFinished.connect(self.postProcess)
model = QStringListModel()
model.setStringList(listItem)
completer = QCompleter()
completer.setModel(model)
self.edit.setCompleter(completer)
layout = QVBoxLayout()
layout.addWidget(self.edit)
self.buttonBox = bb = BB(BB.Ok | BB.Cancel, Qt.Horizontal, self)
bb.button(BB.Ok).setIcon(newIcon('done'))
bb.button(BB.Cancel).setIcon(newIcon('undo'))
bb.accepted.connect(self.validate)
bb.rejected.connect(self.reject)
layout.addWidget(bb)
# if listItem is not None and len(listItem) > 0:
# self.listWidget = QListWidget(self)
# for item in listItem:
# self.listWidget.addItem(item)
# self.listWidget.itemClicked.connect(self.listItemClick)
# self.listWidget.itemDoubleClicked.connect(self.listItemDoubleClick)
# layout.addWidget(self.listWidget)
self.setLayout(layout)
def validate(self):
try:
if self.edit.text().trimmed():
self.accept()
except AttributeError:
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
if self.edit.text().strip():
self.accept()
def postProcess(self):
try:
self.edit.setText(self.edit.text().trimmed())
# print(self.edit.text())
except AttributeError:
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
self.edit.setText(self.edit.text())
print(self.edit.text())
def popUp(self, text='', move=True):
self.edit.setText(text)
self.edit.setSelection(0, len(text))
self.edit.setFocus(Qt.PopupFocusReason)
if move:
cursor_pos = QCursor.pos()
parent_bottomRight = self.parentWidget().geometry()
max_x = parent_bottomRight.x() + parent_bottomRight.width() - self.sizeHint().width()
max_y = parent_bottomRight.y() + parent_bottomRight.height() - self.sizeHint().height()
max_global = self.parentWidget().mapToGlobal(QPoint(max_x, max_y))
if cursor_pos.x() > max_global.x():
cursor_pos.setX(max_global.x())
if cursor_pos.y() > max_global.y():
cursor_pos.setY(max_global.y())
self.move(cursor_pos)
return self.edit.text() if self.exec_() else None
def listItemClick(self, tQListWidgetItem):
try:
text = tQListWidgetItem.text().trimmed()
except AttributeError:
# PyQt5: AttributeError: 'str' object has no attribute 'trimmed'
text = tQListWidgetItem.text().strip()
self.edit.setText(text)
def listItemDoubleClick(self, tQListWidgetItem):
self.listItemClick(tQListWidgetItem)
self.validate()

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PPOCRLabel/libs/resources.py Normal file

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
import pickle
import os
import sys
class Settings(object):
def __init__(self):
# Be default, the home will be in the same folder as labelImg
home = os.path.expanduser("~")
self.data = {}
# self.path = os.path.join(home, '.labelImgSettings.pkl')
self.path = os.path.join(home, '.autoOCRSettings.pkl')
def __setitem__(self, key, value):
self.data[key] = value
def __getitem__(self, key):
return self.data[key]
def get(self, key, default=None):
if key in self.data:
return self.data[key]
return default
def save(self):
if self.path:
with open(self.path, 'wb') as f:
pickle.dump(self.data, f, pickle.HIGHEST_PROTOCOL)
return True
return False
def load(self):
try:
if os.path.exists(self.path):
with open(self.path, 'rb') as f:
self.data = pickle.load(f)
return True
except:
print('Loading setting failed')
return False
def reset(self):
if os.path.exists(self.path):
os.remove(self.path)
print('Remove setting pkl file ${0}'.format(self.path))
self.data = {}
self.path = None

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
#!/usr/bin/python
# -*- coding: utf-8 -*-
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
from libs.utils import distance
import sys
DEFAULT_LINE_COLOR = QColor(0, 255, 0, 128)
DEFAULT_FILL_COLOR = QColor(255, 0, 0, 128)
DEFAULT_SELECT_LINE_COLOR = QColor(255, 255, 255)
DEFAULT_SELECT_FILL_COLOR = QColor(0, 128, 255, 155)
DEFAULT_VERTEX_FILL_COLOR = QColor(0, 255, 0, 255)
DEFAULT_HVERTEX_FILL_COLOR = QColor(255, 0, 0)
MIN_Y_LABEL = 10
class Shape(object):
P_SQUARE, P_ROUND = range(2)
MOVE_VERTEX, NEAR_VERTEX = range(2)
# The following class variables influence the drawing
# of _all_ shape objects.
line_color = DEFAULT_LINE_COLOR
fill_color = DEFAULT_FILL_COLOR
select_line_color = DEFAULT_SELECT_LINE_COLOR
select_fill_color = DEFAULT_SELECT_FILL_COLOR
vertex_fill_color = DEFAULT_VERTEX_FILL_COLOR
hvertex_fill_color = DEFAULT_HVERTEX_FILL_COLOR
point_type = P_ROUND
point_size = 8
scale = 1.0
def __init__(self, label=None, line_color=None, difficult=False, paintLabel=False):
self.label = label
self.points = []
self.fill = False
self.selected = False
self.difficult = difficult
self.paintLabel = paintLabel
self._highlightIndex = None
self._highlightMode = self.NEAR_VERTEX
self._highlightSettings = {
self.NEAR_VERTEX: (4, self.P_ROUND),
self.MOVE_VERTEX: (1.5, self.P_SQUARE),
}
self._closed = False
if line_color is not None:
# Override the class line_color attribute
# with an object attribute. Currently this
# is used for drawing the pending line a different color.
self.line_color = line_color
def close(self):
self._closed = True
def reachMaxPoints(self):
if len(self.points) >= 4:
return True
return False
def addPoint(self, point):
if not self.reachMaxPoints():
self.points.append(point)
def popPoint(self):
if self.points:
return self.points.pop()
return None
def isClosed(self):
return self._closed
def setOpen(self):
self._closed = False
def paint(self, painter):
if self.points:
color = self.select_line_color if self.selected else self.line_color
pen = QPen(color)
# Try using integer sizes for smoother drawing(?)
pen.setWidth(max(1, int(round(2.0 / self.scale))))
painter.setPen(pen)
line_path = QPainterPath()
vrtx_path = QPainterPath()
line_path.moveTo(self.points[0])
# Uncommenting the following line will draw 2 paths
# for the 1st vertex, and make it non-filled, which
# may be desirable.
#self.drawVertex(vrtx_path, 0)
for i, p in enumerate(self.points):
line_path.lineTo(p)
self.drawVertex(vrtx_path, i)
if self.isClosed():
line_path.lineTo(self.points[0])
painter.drawPath(line_path)
painter.drawPath(vrtx_path)
painter.fillPath(vrtx_path, self.vertex_fill_color)
# Draw text at the top-left
if self.paintLabel:
min_x = sys.maxsize
min_y = sys.maxsize
for point in self.points:
min_x = min(min_x, point.x())
min_y = min(min_y, point.y())
if min_x != sys.maxsize and min_y != sys.maxsize:
font = QFont()
font.setPointSize(8)
font.setBold(True)
painter.setFont(font)
if(self.label == None):
self.label = ""
if(min_y < MIN_Y_LABEL):
min_y += MIN_Y_LABEL
painter.drawText(min_x, min_y, self.label)
if self.fill:
color = self.select_fill_color if self.selected else self.fill_color
painter.fillPath(line_path, color)
def drawVertex(self, path, i):
d = self.point_size / self.scale
shape = self.point_type
point = self.points[i]
if i == self._highlightIndex:
size, shape = self._highlightSettings[self._highlightMode]
d *= size
if self._highlightIndex is not None:
self.vertex_fill_color = self.hvertex_fill_color
else:
self.vertex_fill_color = Shape.vertex_fill_color
if shape == self.P_SQUARE:
path.addRect(point.x() - d / 2, point.y() - d / 2, d, d)
elif shape == self.P_ROUND:
path.addEllipse(point, d / 2.0, d / 2.0)
else:
assert False, "unsupported vertex shape"
def nearestVertex(self, point, epsilon):
for i, p in enumerate(self.points):
if distance(p - point) <= epsilon:
return i
return None
def containsPoint(self, point):
return self.makePath().contains(point)
def makePath(self):
path = QPainterPath(self.points[0])
for p in self.points[1:]:
path.lineTo(p)
return path
def boundingRect(self):
return self.makePath().boundingRect()
def moveBy(self, offset):
self.points = [p + offset for p in self.points]
def moveVertexBy(self, i, offset):
self.points[i] = self.points[i] + offset
def highlightVertex(self, i, action):
self._highlightIndex = i
self._highlightMode = action
def highlightClear(self):
self._highlightIndex = None
def copy(self):
shape = Shape("%s" % self.label)
shape.points = [p for p in self.points]
shape.fill = self.fill
shape.selected = self.selected
shape._closed = self._closed
if self.line_color != Shape.line_color:
shape.line_color = self.line_color
if self.fill_color != Shape.fill_color:
shape.fill_color = self.fill_color
shape.difficult = self.difficult
return shape
def __len__(self):
return len(self.points)
def __getitem__(self, key):
return self.points[key]
def __setitem__(self, key, value):
self.points[key] = value

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import re
import os
import sys
import locale
from libs.ustr import ustr
try:
from PyQt5.QtCore import *
except ImportError:
if sys.version_info.major >= 3:
import sip
sip.setapi('QVariant', 2)
from PyQt4.QtCore import *
class StringBundle:
__create_key = object()
def __init__(self, create_key, localeStr):
assert(create_key == StringBundle.__create_key), "StringBundle must be created using StringBundle.getBundle"
self.idToMessage = {}
paths = self.__createLookupFallbackList(localeStr)
for path in paths:
self.__loadBundle(path)
@classmethod
def getBundle(cls, localeStr=None):
if localeStr is None:
try:
localeStr = locale.getlocale()[0] if locale.getlocale() and len(
locale.getlocale()) > 0 else os.getenv('LANG')
except:
print('Invalid locale')
localeStr = 'en'
return StringBundle(cls.__create_key, localeStr)
def getString(self, stringId):
assert(stringId in self.idToMessage), "Missing string id : " + stringId
return self.idToMessage[stringId]
def __createLookupFallbackList(self, localeStr):
resultPaths = []
basePath = ":/strings"
resultPaths.append(basePath)
if localeStr is not None:
# Don't follow standard BCP47. Simple fallback
tags = re.split('[^a-zA-Z]', localeStr)
for tag in tags:
lastPath = resultPaths[-1]
resultPaths.append(lastPath + '-' + tag)
return resultPaths
def __loadBundle(self, path):
PROP_SEPERATOR = '='
f = QFile(path)
if f.exists():
if f.open(QIODevice.ReadOnly | QFile.Text):
text = QTextStream(f)
text.setCodec("UTF-8")
while not text.atEnd():
line = ustr(text.readLine())
key_value = line.split(PROP_SEPERATOR)
key = key_value[0].strip()
value = PROP_SEPERATOR.join(key_value[1:]).strip().strip('"')
self.idToMessage[key] = value
f.close()

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
class ToolBar(QToolBar):
def __init__(self, title):
super(ToolBar, self).__init__(title)
layout = self.layout()
m = (0, 0, 0, 0)
layout.setSpacing(0)
layout.setContentsMargins(*m)
self.setContentsMargins(*m)
self.setWindowFlags(self.windowFlags() | Qt.FramelessWindowHint)
def addAction(self, action):
if isinstance(action, QWidgetAction):
return super(ToolBar, self).addAction(action)
btn = ToolButton()
btn.setDefaultAction(action)
btn.setToolButtonStyle(self.toolButtonStyle())
self.addWidget(btn)
class ToolButton(QToolButton):
"""ToolBar companion class which ensures all buttons have the same size."""
minSize = (60, 60)
def minimumSizeHint(self):
ms = super(ToolButton, self).minimumSizeHint()
w1, h1 = ms.width(), ms.height()
w2, h2 = self.minSize
ToolButton.minSize = max(w1, w2), max(h1, h2)
return QSize(*ToolButton.minSize)

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
import sys
from libs.constants import DEFAULT_ENCODING
def ustr(x):
'''py2/py3 unicode helper'''
if sys.version_info < (3, 0, 0):
from PyQt4.QtCore import QString
if type(x) == str:
return x.decode(DEFAULT_ENCODING)
if type(x) == QString:
#https://blog.csdn.net/friendan/article/details/51088476
#https://blog.csdn.net/xxm524/article/details/74937308
return unicode(x.toUtf8(), DEFAULT_ENCODING, 'ignore')
return x
else:
return x

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
from math import sqrt
from libs.ustr import ustr
import hashlib
import re
import sys
import cv2
import numpy as np
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
def newIcon(icon, iconSize=None):
if iconSize is not None:
return QIcon(QIcon(':/' + icon).pixmap(iconSize,iconSize))
else:
return QIcon(':/' + icon)
def newButton(text, icon=None, slot=None):
b = QPushButton(text)
if icon is not None:
b.setIcon(newIcon(icon))
if slot is not None:
b.clicked.connect(slot)
return b
def newAction(parent, text, slot=None, shortcut=None, icon=None,
tip=None, checkable=False, enabled=True, iconSize=None):
"""Create a new action and assign callbacks, shortcuts, etc."""
a = QAction(text, parent)
if icon is not None:
if iconSize is not None:
a.setIcon(newIcon(icon, iconSize))
else:
a.setIcon(newIcon(icon))
if shortcut is not None:
if isinstance(shortcut, (list, tuple)):
a.setShortcuts(shortcut)
else:
a.setShortcut(shortcut)
if tip is not None:
a.setToolTip(tip)
a.setStatusTip(tip)
if slot is not None:
a.triggered.connect(slot)
if checkable:
a.setCheckable(True)
a.setEnabled(enabled)
return a
def addActions(widget, actions):
for action in actions:
if action is None:
widget.addSeparator()
elif isinstance(action, QMenu):
widget.addMenu(action)
else:
widget.addAction(action)
def labelValidator():
return QRegExpValidator(QRegExp(r'^[^ \t].+'), None)
class struct(object):
def __init__(self, **kwargs):
self.__dict__.update(kwargs)
def distance(p):
return sqrt(p.x() * p.x() + p.y() * p.y())
def fmtShortcut(text):
mod, key = text.split('+', 1)
return '<b>%s</b>+<b>%s</b>' % (mod, key)
def generateColorByText(text):
s = ustr(text)
hashCode = int(hashlib.sha256(s.encode('utf-8')).hexdigest(), 16)
r = int((hashCode / 255) % 255)
g = int((hashCode / 65025) % 255)
b = int((hashCode / 16581375) % 255)
return QColor(r, g, b, 100)
def have_qstring():
'''p3/qt5 get rid of QString wrapper as py3 has native unicode str type'''
return not (sys.version_info.major >= 3 or QT_VERSION_STR.startswith('5.'))
def util_qt_strlistclass():
return QStringList if have_qstring() else list
def natural_sort(list, key=lambda s:s):
"""
Sort the list into natural alphanumeric order.
"""
def get_alphanum_key_func(key):
convert = lambda text: int(text) if text.isdigit() else text
return lambda s: [convert(c) for c in re.split('([0-9]+)', key(s))]
sort_key = get_alphanum_key_func(key)
list.sort(key=sort_key)
def get_rotate_crop_image(img, points):
try:
img_crop_width = int(
max(
np.linalg.norm(points[0] - points[1]),
np.linalg.norm(points[2] - points[3])))
img_crop_height = int(
max(
np.linalg.norm(points[0] - points[3]),
np.linalg.norm(points[1] - points[2])))
pts_std = np.float32([[0, 0], [img_crop_width, 0],
[img_crop_width, img_crop_height],
[0, img_crop_height]])
M = cv2.getPerspectiveTransform(points, pts_std)
dst_img = cv2.warpPerspective(
img,
M, (img_crop_width, img_crop_height),
borderMode=cv2.BORDER_REPLICATE,
flags=cv2.INTER_CUBIC)
dst_img_height, dst_img_width = dst_img.shape[0:2]
if dst_img_height * 1.0 / dst_img_width >= 1.5:
dst_img = np.rot90(dst_img)
return dst_img
except Exception as e:
print(e)
def stepsInfo(lang='en'):
if lang == 'ch':
msg = "1. 安装与运行:使用上述命令安装与运行程序。\n" \
"2. 打开文件夹:在菜单栏点击 “文件” - 打开目录 选择待标记图片的文件夹.\n"\
"3. 自动标注:点击 ”自动标注“使用PPOCR超轻量模型对图片文件名前图片状态为 “X” 的图片进行自动标注。\n" \
"4. 手动标注:点击 “矩形标注”(推荐直接在英文模式下点击键盘中的 “W”),用户可对当前图片中模型未检出的部分进行手动" \
"绘制标记框。点击键盘P则使用四点标注模式或点击“编辑” - “四点标注”用户依次点击4个点后双击左键表示标注完成。\n" \
"5. 标记框绘制完成后,用户点击 “确认”,检测框会先被预分配一个 “待识别” 标签。\n" \
"6. 重新识别:将图片中的所有检测画绘制/调整完成后,点击 “重新识别”PPOCR模型会对当前图片中的**所有检测框**重新识别。\n" \
"7. 内容更改:双击识别结果,对不准确的识别结果进行手动更改。\n" \
"8. 保存:点击 “保存”,图片状态切换为 “√”,跳转至下一张。\n" \
"9. 删除:点击 “删除图像”,图片将会被删除至回收站。\n" \
"10. 标注结果:关闭应用程序或切换文件路径后,手动保存过的标签将会被存放在所打开图片文件夹下的" \
"*Label.txt*中。在菜单栏点击 “PaddleOCR” - 保存识别结果后,会将此类图片的识别训练数据保存在*crop_img*文件夹下," \
"识别标签保存在*rec_gt.txt*中。\n"
else:
msg = "1. Build and launch using the instructions above.\n" \
"2. Click 'Open Dir' in Menu/File to select the folder of the picture.\n"\
"3. Click 'Auto recognition', use PPOCR model to automatically annotate images which marked with 'X' before the file name."\
"4. Create Box:\n"\
"4.1 Click 'Create RectBox' or press 'W' in English keyboard mode to draw a new rectangle detection box. Click and release left mouse to select a region to annotate the text area.\n"\
"4.2 Press 'P' to enter four-point labeling mode which enables you to create any four-point shape by clicking four points with the left mouse button in succession and DOUBLE CLICK the left mouse as the signal of labeling completion.\n"\
"5. After the marking frame is drawn, the user clicks 'OK', and the detection frame will be pre-assigned a TEMPORARY label.\n"\
"6. Click re-Recognition, model will rewrite ALL recognition results in ALL detection box.\n"\
"7. Double click the result in 'recognition result' list to manually change inaccurate recognition results.\n"\
"8. Click 'Save', the image status will switch to '',then the program automatically jump to the next.\n"\
"9. Click 'Delete Image' and the image will be deleted to the recycle bin.\n"\
"10. Labeling result: After closing the application or switching the file path, the manually saved label will be stored in *Label.txt* under the opened picture folder.\n"\
" Click PaddleOCR-Save Recognition Results in the menu bar, the recognition training data of such pictures will be saved in the *crop_img* folder, and the recognition label will be saved in *rec_gt.txt*.\n"
return msg

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# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
try:
from PyQt5.QtGui import *
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
except ImportError:
from PyQt4.QtGui import *
from PyQt4.QtCore import *
class ZoomWidget(QSpinBox):
def __init__(self, value=100):
super(ZoomWidget, self).__init__()
self.setButtonSymbols(QAbstractSpinBox.NoButtons)
self.setRange(1, 500)
self.setSuffix(' %')
self.setValue(value)
self.setToolTip(u'Zoom Level')
self.setStatusTip(self.toolTip())
self.setAlignment(Qt.AlignCenter)
def minimumSizeHint(self):
height = super(ZoomWidget, self).minimumSizeHint().height()
fm = QFontMetrics(self.font())
width = fm.width(str(self.maximum()))
return QSize(width, height)

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pyqt5==5.10.1
lxml==4.2.4

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@ -0,0 +1,98 @@
saveAsDetail=將标签保存到其他文件
changeSaveDir=改变存放目录
openFile=打开文件
shapeLineColorDetail=更改线条颜色
resetAll=重置界面与保存地址
crtBox=矩形标注
crtBoxDetail=创建一个新的区块
dupBoxDetail=复制区块
verifyImg=验证图像
zoominDetail=放大
verifyImgDetail=验证图像
saveDetail=保存标签文件
openFileDetail=打开图像文件
fitWidthDetail=调整宽度适应到窗口宽度
tutorial=PaddleOCR地址
editLabel=编辑标签
openAnnotationDetail=打开标签文件
quit=退出
shapeFillColorDetail=更改填充颜色
closeCurDetail=关闭当前文件
closeCur=关闭文件
deleteImg=删除图像
deleteImgDetail=删除当前图像
fitWin=调整到窗口大小
delBox=删除选择的区块
boxLineColorDetail=选择线框颜色
originalsize=原始大小
resetAllDetail=重置所有设定
zoomoutDetail=放大画面
save=确认
saveAs=另存为
fitWinDetail=缩放到当前窗口大小
openDir=打开目录
copyPrevBounding=复制当前图像中的上一个边界框
showHide=显示/隐藏标签
changeSaveFormat=更改存储格式
shapeFillColor=填充颜色
quitApp=退出程序
dupBox=复制区块
delBoxDetail=删除区块
zoomin=放大画面
info=信息
openAnnotation=开启标签
prevImgDetail=上一个图像
fitWidth=缩放到跟当前画面一样宽
zoomout=缩小画面
changeSavedAnnotationDir=更改保存标签文件的预设目录
nextImgDetail=下一个图像
originalsizeDetail=放大到原始大小
prevImg=上一张
tutorialDetail=显示示范内容
shapeLineColor=形状线条颜色
boxLineColor=区块线条颜色
editLabelDetail=修改当前所选的区块颜色
nextImg=下一张
useDefaultLabel=使用预设标签
useDifficult=有难度的
boxLabelText=区块的标签
labels=标签
autoSaveMode=自动保存模式
singleClsMode=单一类别模式
displayLabel=显示类别
fileList=文件列表
files=文件
advancedMode=专家模式
advancedModeDetail=切换到专家模式
showAllBoxDetail=显示所有区块
hideAllBoxDetail=隐藏所有区块
annoPanel=标注面板
anno=标注
addNewBbox=新框
reLabel=重标注
choosemodel=选择模型
tipchoosemodel=选择OCR模型
ImageResize=图片缩放
IR=图片缩放
autoRecognition=自动标注
reRecognition=重新识别
mfile=文件
medit=编辑
mview=视图
mhelp=帮助
iconList=缩略图
detectionBoxposition=检测框位置
recognitionResult=识别结果
creatPolygon=四点标注
drawSquares=正方形标注
saveRec=保存识别结果
tempLabel=待识别
steps=操作步骤
choseModelLg=选择模型语言
cancel=取消
ok=确认
autolabeling=自动标注中
hideBox=隐藏所有标注
showBox=显示所有标注
saveLabel=保存标记结果
singleRe=重识别此区块

View File

@ -0,0 +1,98 @@
openFile=Open
openFileDetail=Open image or label file
quit=Quit
quitApp=Quit application
openDir=Open Dir
copyPrevBounding=Copy previous Bounding Boxes in the current image
changeSavedAnnotationDir=Change default saved Annotation dir
openAnnotation=Open Annotation
openAnnotationDetail=Open an annotation file
changeSaveDir=Change Save Dir
nextImg=Next Image
nextImgDetail=Open the next Image
prevImg=Prev Image
prevImgDetail=Open the previous Image
verifyImg=Verify Image
verifyImgDetail=Verify Image
save=Check
saveDetail=Save the labels to a file
changeSaveFormat=Change save format
saveAs=Save As
saveAsDetail=Save the labels to a different file
closeCur=Close
closeCurDetail=Close the current file
deleteImg=Delete current image
deleteImgDetail=Delete the current image
resetAll=Reset Interface and Save Dir
resetAllDetail=Reset All
boxLineColor=Box Line Color
boxLineColorDetail=Choose Box line color
crtBox=Create RectBox
crtBoxDetail=Draw a new box
delBox=Delete RectBox
delBoxDetail=Remove the box
dupBox=Duplicate RectBox
dupBoxDetail=Create a duplicate of the selected box
tutorial=PaddleOCR url
tutorialDetail=Show demo
info=Information
zoomin=Zoom In
zoominDetail=Increase zoom level
zoomout=Zoom Out
zoomoutDetail=Decrease zoom level
originalsize=Original size
originalsizeDetail=Zoom to original size
fitWin=Fit Window
fitWinDetail=Zoom follows window size
fitWidth=Fit Width
fitWidthDetail=Zoom follows window width
editLabel=Edit Label
editLabelDetail=Modify the label of the selected Box
shapeLineColor=Shape Line Color
shapeLineColorDetail=Change the line color for this specific shape
shapeFillColor=Shape Fill Color
shapeFillColorDetail=Change the fill color for this specific shape
showHide=Show/Hide Label Panel
useDefaultLabel=Use default label
useDifficult=Difficult
boxLabelText=Box Labels
labels=Labels
autoSaveMode=Auto Save mode
singleClsMode=Single Class Mode
displayLabel=Display Labels
fileList=File List
files=Files
advancedMode=Advanced Mode
advancedModeDetail=Swtich to advanced mode
showAllBoxDetail=Show all bounding boxes
hideAllBoxDetail=Hide all bounding boxes
annoPanel=anno Panel
anno=anno
addNewBbox=new bbox
reLabel=reLabel
choosemodel=Choose OCR model
tipchoosemodel=Choose OCR model from dir
ImageResize=Image Resize
IR=Image Resize
autoRecognition=Auto Recognition
reRecognition=Re-recognition
mfile=File
medit=Eidt
mview=View
mhelp=Help
iconList=Icon List
detectionBoxposition=Detection box position
recognitionResult=Recognition result
creatPolygon=Create Quadrilateral
drawSquares=Draw Squares
saveRec=Save Recognition Result
tempLabel=TEMPORARY
steps=Steps
choseModelLg=Choose Model Language
cancel=Cancel
ok=OK
autolabeling=Automatic Labeling
hideBox=Hide All Box
showBox=Show All Box
saveLabel=Save Label
singleRe=Re-recognition RectBox

8
PPOCRLabel/setup.cfg Normal file
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@ -0,0 +1,8 @@
[bumpversion]
commit = True
tag = True
[bumpversion:file:setup.py]
[bdist_wheel]
universal = 1

139
PPOCRLabel/setup.py Normal file
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@ -0,0 +1,139 @@
# Copyright (c) <2015-Present> Tzutalin
# Copyright (C) 2013 MIT, Computer Science and Artificial Intelligence Laboratory. Bryan Russell, Antonio Torralba,
# William T. Freeman. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
# associated documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of
# the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
#!/usr/bin/env python
# -*- coding: utf-8 -*-
from setuptools import setup, find_packages, Command
from sys import platform as _platform
from shutil import rmtree
import sys
import os
here = os.path.abspath(os.path.dirname(__file__))
NAME = 'labelImg'
REQUIRES_PYTHON = '>=3.0.0'
REQUIRED_DEP = ['pyqt5', 'lxml']
about = {}
with open(os.path.join(here, 'libs', '__init__.py')) as f:
exec(f.read(), about)
with open('README.rst') as readme_file:
readme = readme_file.read()
with open('HISTORY.rst') as history_file:
history = history_file.read()
# OS specific settings
SET_REQUIRES = []
if _platform == "linux" or _platform == "linux2":
# linux
print('linux')
elif _platform == "darwin":
# MAC OS X
SET_REQUIRES.append('py2app')
required_packages = find_packages()
required_packages.append('labelImg')
APP = [NAME + '.py']
OPTIONS = {
'argv_emulation': True,
'iconfile': 'resources/icons/app.icns'
}
class UploadCommand(Command):
"""Support setup.py upload."""
description=readme + '\n\n' + history,
user_options = []
@staticmethod
def status(s):
"""Prints things in bold."""
print('\033[1m{0}\033[0m'.format(s))
def initialize_options(self):
pass
def finalize_options(self):
pass
def run(self):
try:
self.status('Removing previous builds…')
rmtree(os.path.join(here, 'dist'))
except OSError:
self.status('Fail to remove previous builds..')
pass
self.status('Building Source and Wheel (universal) distribution…')
os.system(
'{0} setup.py sdist bdist_wheel --universal'.format(sys.executable))
self.status('Uploading the package to PyPI via Twine…')
os.system('twine upload dist/*')
self.status('Pushing git tags…')
os.system('git tag -d v{0}'.format(about['__version__']))
os.system('git tag v{0}'.format(about['__version__']))
# os.system('git push --tags')
sys.exit()
setup(
app=APP,
name=NAME,
version=about['__version__'],
description="LabelImg is a graphical image annotation tool and label object bounding boxes in images",
long_description=readme + '\n\n' + history,
author="TzuTa Lin",
author_email='tzu.ta.lin@gmail.com',
url='https://github.com/tzutalin/labelImg',
python_requires=REQUIRES_PYTHON,
package_dir={'labelImg': '.'},
packages=required_packages,
entry_points={
'console_scripts': [
'labelImg=labelImg.labelImg:main'
]
},
include_package_data=True,
install_requires=REQUIRED_DEP,
license="MIT license",
zip_safe=False,
keywords='labelImg labelTool development annotation deeplearning',
classifiers=[
'Development Status :: 5 - Production/Stable',
'Intended Audience :: Developers',
'License :: OSI Approved :: MIT License',
'Natural Language :: English',
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3.3',
'Programming Language :: Python :: 3.4',
'Programming Language :: Python :: 3.5',
'Programming Language :: Python :: 3.6',
'Programming Language :: Python :: 3.7',
],
package_data={'data/predefined_classes.txt': ['data/predefined_classes.txt']},
options={'py2app': OPTIONS},
setup_requires=SET_REQUIRES,
# $ setup.py publish support.
cmdclass={
'upload': UploadCommand,
}
)

View File

@ -1,14 +1,15 @@
English | [简体中文](README_ch.md)
## Introduction
PaddleOCR aims to create rich, leading, and practical OCR tools that help users train better models and apply them into practice.
PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools that help users train better models and apply them into practice.
**Recent updates**
- 2020.11.25 Update a new data annotation tool, i.e., [PPOCRLabel](./PPOCRLabel/README_en.md), which is helpful to improve the labeling efficiency. Moreover, the labeling results can be used in training of the PP-OCR system directly.
- 2020.9.22 Update the PP-OCR technical article, https://arxiv.org/abs/2009.09941
- 2020.9.19 Update the ultra lightweight compressed ppocr_mobile_slim series models, the overall model size is 3.5M (see [PP-OCR Pipline](#PP-OCR-Pipline)), suitable for mobile deployment. [Model Downloads](#Supported-Chinese-model-list)
- 2020.9.19 Update the ultra lightweight compressed ppocr_mobile_slim series models, the overall model size is 3.5M (see [PP-OCR Pipeline](#PP-OCR-Pipeline)), suitable for mobile deployment. [Model Downloads](#Supported-Chinese-model-list)
- 2020.9.17 Update the ultra lightweight ppocr_mobile series and general ppocr_server series Chinese and English ocr models, which are comparable to commercial effects. [Model Downloads](#Supported-Chinese-model-list)
- 2020.9.17 update [English recognition model](./doc/doc_en/models_list_en.md#english-recognition-model) and [Multilingual recognition model](doc/doc_en/models_list_en.md#english-recognition-model), `German`, `French`, `Japanese` and `Korean` have been supported. Models for more languages will continue to be updated.
- 2020.8.24 Support the use of PaddleOCR through whl package installationpelease refer [PaddleOCR Package](./doc/doc_en/whl_en.md)
- 2020.9.17 update [English recognition model](./doc/doc_en/models_list_en.md#english-recognition-model) and [Multilingual recognition model](doc/doc_en/models_list_en.md#english-recognition-model), `English`, `Chinese`, `German`, `French`, `Japanese` and `Korean` have been supported. Models for more languages will continue to be updated.
- 2020.8.24 Support the use of PaddleOCR through whl package installationplease refer [PaddleOCR Package](./doc/doc_en/whl_en.md)
- 2020.8.21 Update the replay and PPT of the live lesson at Bilibili on August 18, lesson 2, easy to learn and use OCR tool spree. [Get Address](https://aistudio.baidu.com/aistudio/education/group/info/1519)
- [more](./doc/doc_en/update_en.md)
@ -32,6 +33,15 @@ PaddleOCR aims to create rich, leading, and practical OCR tools that help users
The above pictures are the visualizations of the general ppocr_server model. For more effect pictures, please see [More visualizations](./doc/doc_en/visualization_en.md).
<a name="Community"></a>
## Community
- Scan the QR code below with your Wechat, you can access to official technical exchange group. Look forward to your participation.
<div align="center">
<img src="https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/dygraph/doc/joinus.PNG" width = "200" height = "200" />
</div>
## Quick Experience
You can also quickly experience the ultra-lightweight OCR : [Online Experience](https://www.paddlepaddle.org.cn/hub/scene/ocr)
@ -55,54 +65,62 @@ Mobile DEMO experience (based on EasyEdge and Paddle-Lite, supports iOS and Andr
| Chinese and English ultra-lightweight OCR model (8.1M) | ch_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/rec/ch_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/rec/ch_ppocr_mobile_v1.1_rec_pre.tar) |
| Chinese and English general OCR model (155.1M) | ch_ppocr_server_v1.1_xx | Server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/server/det/ch_ppocr_server_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/server/det/ch_ppocr_server_v1.1_det_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/server/rec/ch_ppocr_server_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/server/rec/ch_ppocr_server_v1.1_rec_pre.tar) |
| Chinese and English ultra-lightweight compressed OCR model (3.5M) | ch_ppocr_mobile_slim_v1.1_xx | Mobile | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile-slim/det/ch_ppocr_mobile_v1.1_det_prune_infer.tar) / [slim model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/lite/ch_ppocr_mobile_v1.1_det_prune_opt.nb) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/cls/ch_ppocr_mobile_v1.1_cls_quant_infer.tar) / [slim model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/lite/ch_ppocr_mobile_v1.1_cls_quant_opt.nb) | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile-slim/rec/ch_ppocr_mobile_v1.1_rec_quant_infer.tar) / [slim model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/lite/ch_ppocr_mobile_v1.1_rec_quant_opt.nb) |
| French ultra-lightweight OCR model (4.6M) | french_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/fr/french_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/fr/french_ppocr_mobile_v1.1_rec_train.tar) |
| German ultra-lightweight OCR model (4.6M) | german_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - |[inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/ge/german_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/ge/german_ppocr_mobile_v1.1_rec_train.tar) |
| Korean ultra-lightweight OCR model (5.9M) | korean_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - |[inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/kr/korean_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/kr/korean_ppocr_mobile_v1.1_rec_train.tar)|
| Japan ultra-lightweight OCR model (6.2M) | japan_ppocr_mobile_v1.1_xx | Mobile & server | [inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/det/ch_ppocr_mobile_v1.1_det_train.tar) | - |[inference model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/jp/japan_ppocr_mobile_v1.1_rec_infer.tar) / [pre-trained model](https://paddleocr.bj.bcebos.com/20-09-22/mobile/jp/japan_ppocr_mobile_v1.1_rec_train.tar) |
For more model downloads (including multiple languages), please refer to [PP-OCR v1.1 series model downloads](./doc/doc_en/models_list_en.md)
For more model downloads (including multiple languages), please refer to [PP-OCR v1.1 series model downloads](./doc/doc_en/models_list_en.md).
For a new language request, please refer to [Guideline for new language_requests](#language_requests).
## Tutorials
- [Installation](./doc/doc_en/installation_en.md)
- [Quick Start](./doc/doc_en/quickstart_en.md)
- [Code Structure](./doc/doc_en/tree_en.md)
- Algorithm introduction
- Algorithm Introduction
- [Text Detection Algorithm](./doc/doc_en/algorithm_overview_en.md)
- [Text Recognition Algorithm](./doc/doc_en/algorithm_overview_en.md)
- [PP-OCR Pipline](#PP-OCR-Pipline)
- Model training/evaluation
- [PP-OCR Pipeline](#PP-OCR-Pipeline)
- Model Training/Evaluation
- [Text Detection](./doc/doc_en/detection_en.md)
- [Text Recognition](./doc/doc_en/recognition_en.md)
- [Direction Classification](./doc/doc_en/angle_class_en.md)
- [Yml Configuration](./doc/doc_en/config_en.md)
- Inference and Deployment
- [Quick inference based on pip](./doc/doc_en/whl_en.md)
- [Quick Inference Based on PIP](./doc/doc_en/whl_en.md)
- [Python Inference](./doc/doc_en/inference_en.md)
- [C++ Inference](./deploy/cpp_infer/readme_en.md)
- [Serving](./deploy/hubserving/readme_en.md)
- [Mobile](./deploy/lite/readme_en.md)
- [Model Quantization](./deploy/slim/quantization/README_en.md)
- [Model Compression](./deploy/slim/prune/README_en.md)
- [Benchmark](./doc/doc_en/benchmark_en.md)
- [Benchmark](./doc/doc_en/benchmark_en.md)
- Data Annotation and Synthesis
- [Semi-automatic Annotation Tool](./PPOCRLabel/README_en.md)
- [Data Annotation Tools](./doc/doc_en/data_annotation_en.md)
- [Data Synthesis Tools](./doc/doc_en/data_synthesis_en.md)
- Datasets
- [General OCR Datasets(Chinese/English)](./doc/doc_en/datasets_en.md)
- [HandWritten_OCR_Datasets(Chinese)](./doc/doc_en/handwritten_datasets_en.md)
- [Various OCR Datasets(multilingual)](./doc/doc_en/vertical_and_multilingual_datasets_en.md)
- [Data Annotation Tools](./doc/doc_en/data_annotation_en.md)
- [Data Synthesis Tools](./doc/doc_en/data_synthesis_en.md)
- [Visualization](#Visualization)
- [New language requests](#language_requests)
- [FAQ](./doc/doc_en/FAQ_en.md)
- [Community](#Community)
- [References](./doc/doc_en/reference_en.md)
- [License](#LICENSE)
- [Contribution](#CONTRIBUTION)
<a name="PP-OCR-Pipline"></a>
<a name="PP-OCR-Pipeline"></a>
## PP-OCR Pipline
## PP-OCR Pipeline
<div align="center">
<img src="./doc/ppocr_framework.png" width="800">
</div>
PP-OCR is a practical ultra-lightweight OCR system. It is mainly composed of three parts: DB text detection, detection frame correction and CRNN text recognition. The system adopts 19 effective strategies from 8 aspects including backbone network selection and adjustment, prediction head design, data augmentation, learning rate transformation strategy, regularization parameter selection, pre-training model use, and automatic model tailoring and quantization to optimize and slim down the models of each module. The final results are an ultra-lightweight Chinese and English OCR model with an overall size of 3.5M and a 2.8M English digital OCR model. For more details, please refer to the PP-OCR technical article (https://arxiv.org/abs/2009.09941). Besides, The implementation of the FPGM Pruner and PACT quantization is based on [PaddleSlim](https://github.com/PaddlePaddle/PaddleSlim).
PP-OCR is a practical ultra-lightweight OCR system. It is mainly composed of three parts: DB text detection, detection frame correction and CRNN text recognition. The system adopts 19 effective strategies from 8 aspects including backbone network selection and adjustment, prediction head design, data augmentation, learning rate transformation strategy, regularization parameter selection, pre-training model use, and automatic model tailoring and quantization to optimize and slim down the models of each module. The final results are an ultra-lightweight Chinese and English OCR model with an overall size of 3.5M and a 2.8M English digital OCR model. For more details, please refer to the PP-OCR technical article (https://arxiv.org/abs/2009.09941). Besides, The implementation of the FPGM Pruner and PACT quantization is based on [PaddleSlim](https://github.com/PaddlePaddle/PaddleSlim).
@ -126,13 +144,24 @@ PP-OCR is a practical ultra-lightweight OCR system. It is mainly composed of thr
<img src="./doc/imgs_results/1112.jpg" width="800">
</div>
<a name="Community"></a>
## Community
Scan the QR code below with your Wechat and completing the questionnaire, you can access to offical technical exchange group.
<div align="center">
<img src="./doc/joinus.PNG" width = "200" height = "200" />
</div>
<a name="language_requests"></a>
## Guideline for new language requests
If you want to request a new language support, a PR with 2 following files are needed
1. In folder [ppocr/utils/dict](https://github.com/PaddlePaddle/PaddleOCR/tree/develop/ppocr/utils/dict),
it is necessary to submit the dict text to this path and name it with `{language}_dict.txt` that contains a list of all characters. Please see the format example from other files in that folder.
2. In folder [ppocr/utils/corpus](https://github.com/PaddlePaddle/PaddleOCR/tree/develop/ppocr/utils/corpus),
it is necessary to submit the corpus to this path and name it with `{language}_corpus.txt` that contains a list of words in your language.
Maybe, 50000 words per language is necessary at least.
Of course, the more, the better.
If your language has unique elements, please tell me in advance within any way, such as useful links, wikipedia and so on.
More details, please refer to [Multilingual OCR Development Plan](https://github.com/PaddlePaddle/PaddleOCR/issues/1048).
<a name="LICENSE"></a>
## License
@ -149,3 +178,7 @@ We welcome all the contributions to PaddleOCR and appreciate for your feedback v
- Thanks [authorfu](https://github.com/authorfu) for contributing Android demo and [xiadeye](https://github.com/xiadeye) contributing iOS demo, respectively.
- Thanks [BeyondYourself](https://github.com/BeyondYourself) for contributing many great suggestions and simplifying part of the code style.
- Thanks [tangmq](https://gitee.com/tangmq) for contributing Dockerized deployment services to PaddleOCR and supporting the rapid release of callable Restful API services.
- Thanks [lijinhan](https://github.com/lijinhan) for contributing a new way, i.e., java SpringBoot, to achieve the request for the Hubserving deployment.
- Thanks [Mejans](https://github.com/Mejans) for contributing the Occitan corpus and character set.
- Thanks [LKKlein](https://github.com/LKKlein) for contributing a new deploying package with the Golang program language.
- Thanks [Evezerest](https://github.com/Evezerest), [ninetailskim](https://github.com/ninetailskim), [edencfc](https://github.com/edencfc), [BeyondYourself](https://github.com/BeyondYourself) and [1084667371](https://github.com/1084667371) for contributing a new data annotation tool, i.e., PPOCRLabel。

38
README_ch.md Normal file → Executable file
View File

@ -4,16 +4,16 @@
PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库助力使用者训练出更好的模型并应用落地。
**近期更新**
- 2020.12.14 [FAQ](./doc/doc_ch/FAQ.md)新增5个高频问题总数129个每周一都会更新欢迎大家持续关注。
- 2020.11.25 更新半自动标注工具[PPOCRLabel](./PPOCRLabel/README.md)辅助开发者高效完成标注任务输出格式与PP-OCR训练任务完美衔接。
- 2020.9.22 更新PP-OCR技术文章https://arxiv.org/abs/2009.09941
- 2020.9.19 更新超轻量压缩ppocr_mobile_slim系列模型整体模型3.5M(详见[PP-OCR Pipline](#PP-OCR)),适合在移动端部署使用。[模型下载](#模型下载)
- 2020.9.19 更新超轻量压缩ppocr_mobile_slim系列模型整体模型3.5M(详见[PP-OCR Pipeline](#PP-OCR)),适合在移动端部署使用。[模型下载](#模型下载)
- 2020.9.17 更新超轻量ppocr_mobile系列和通用ppocr_server系列中英文ocr模型媲美商业效果。[模型下载](#模型下载)
- 2020.9.17 更新[英文识别模型](./doc/doc_ch/models_list.md#英文识别模型)和[多语言识别模型](doc/doc_ch/models_list.md#多语言识别模型),已支持`德语、法语、日语、韩语`,更多语种识别模型将持续更新。
- 2020.8.26 更新OCR相关的84个常见问题及解答具体参考[FAQ](./doc/doc_ch/FAQ.md)
- 2020.8.24 支持通过whl包安装使用PaddleOCR具体参考[Paddleocr Package使用说明](./doc/doc_ch/whl.md)
- 2020.8.21 更新8月18日B站直播课回放和PPT课节2易学易用的OCR工具大礼包[获取地址](https://aistudio.baidu.com/aistudio/education/group/info/1519)
- [More](./doc/doc_ch/update.md)
## 特性
- PPOCR系列高质量预训练模型准确的识别效果
@ -35,6 +35,15 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库助力
上图是通用ppocr_server模型效果展示更多效果图请见[效果展示页面](./doc/doc_ch/visualization.md)。
<a name="欢迎加入PaddleOCR技术交流群"></a>
## 欢迎加入PaddleOCR技术交流群
- 微信扫描二维码加入官方交流群,获得更高效的问题答疑,与各行各业开发者充分交流,期待您的加入。
<div align="center">
<img src="https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/dygraph/doc/joinus.PNG" width = "200" height = "200" />
</div>
## 快速体验
- PC端超轻量级中文OCR在线体验地址https://www.paddlepaddle.org.cn/hub/scene/ocr
@ -45,7 +54,7 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库助力
<img src="./doc/ocr-android-easyedge.png" width = "200" height = "200" />
</div>
- 代码体验:从[快速安装](./doc/doc_ch/installation.md) 开始
- 代码体验:[中文OCR模型快速使用](./doc/doc_ch/quickstart.md)
<a name="模型下载"></a>
## PP-OCR 1.1系列模型列表9月17日更新
@ -80,17 +89,19 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库助力
- [模型量化](./deploy/slim/quantization/README.md)
- [模型裁剪](./deploy/slim/prune/README.md)
- [Benchmark](./doc/doc_ch/benchmark.md)
- 数据标注与合成
- [半自动标注工具 PPOCRLabel](./PPOCRLabel/README.md)
- [常用数据标注工具](./doc/doc_ch/data_annotation.md)
- [常用数据合成工具](./doc/doc_ch/data_synthesis.md)
- 数据集
- [通用中英文OCR数据集](./doc/doc_ch/datasets.md)
- [手写中文OCR数据集](./doc/doc_ch/handwritten_datasets.md)
- [垂类多语言OCR数据集](./doc/doc_ch/vertical_and_multilingual_datasets.md)
- [常用数据标注工具](./doc/doc_ch/data_annotation.md)
- [常用数据合成工具](./doc/doc_ch/data_synthesis.md)
- [垂类多语言OCR数据集](./doc/doc_ch/vertical_and_multilingual_datasets.md)
- [效果展示](#效果展示)
- FAQ
- [【精选】OCR精选10个问题](./doc/doc_ch/FAQ.md)
- [【理论篇】OCR通用21个问题](./doc/doc_ch/FAQ.md)
- [【实战篇】PaddleOCR实战53个问题](./doc/doc_ch/FAQ.md)
- [【理论篇】OCR通用30个问题](./doc/doc_ch/FAQ.md)
- [【实战篇】PaddleOCR实战84个问题](./doc/doc_ch/FAQ.md)
- [技术交流群](#欢迎加入PaddleOCR技术交流群)
- [参考文献](./doc/doc_ch/reference.md)
- [许可证书](#许可证书)
@ -125,13 +136,7 @@ PP-OCR是一个实用的超轻量OCR系统。主要由DB文本检测、检测框
<img src="./doc/imgs_results/1112.jpg" width="800">
</div>
<a name="欢迎加入PaddleOCR技术交流群"></a>
## 欢迎加入PaddleOCR技术交流群
请扫描下面二维码完成问卷填写获取加群二维码和OCR方向的炼丹秘籍
<div align="center">
<img src="./doc/joinus.PNG" width = "200" height = "200" />
</div>
<a name="许可证书"></a>
## 许可证书
@ -148,3 +153,6 @@ PP-OCR是一个实用的超轻量OCR系统。主要由DB文本检测、检测框
- 非常感谢 [authorfu](https://github.com/authorfu) 贡献Android和[xiadeye](https://github.com/xiadeye) 贡献IOS的demo代码
- 非常感谢 [BeyondYourself](https://github.com/BeyondYourself) 给PaddleOCR提了很多非常棒的建议并简化了PaddleOCR的部分代码风格。
- 非常感谢 [tangmq](https://gitee.com/tangmq) 给PaddleOCR增加Docker化部署服务支持快速发布可调用的Restful API服务。
- 非常感谢 [lijinhan](https://github.com/lijinhan) 给PaddleOCR增加java SpringBoot 调用OCR Hubserving接口完成对OCR服务化部署的使用。
- 非常感谢 [Mejans](https://github.com/Mejans) 给PaddleOCR增加新语言奥克西坦语Occitan的字典和语料。
- 非常感谢 [Evezerest](https://github.com/Evezerest) [ninetailskim](https://github.com/ninetailskim) [edencfc](https://github.com/edencfc) [BeyondYourself](https://github.com/BeyondYourself) [1084667371](https://github.com/1084667371) 贡献了PPOCRLabel的完整代码。

View File

@ -15,8 +15,6 @@ EvalReader:
TestReader:
reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
process_function: ppocr.data.det.db_process,DBProcessTest
infer_img:
img_set_dir: ./train_data/icdar2015/text_localization/
label_file_path: ./train_data/icdar2015/text_localization/test_icdar2015_label.txt
test_image_shape: [736, 1280]
do_eval: True

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@ -17,7 +17,6 @@ EvalReader:
TestReader:
reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
process_function: ppocr.data.det.east_process,EASTProcessTest
infer_img:
img_set_dir: ./train_data/icdar2015/text_localization/
label_file_path: ./train_data/icdar2015/text_localization/test_icdar2015_label.txt
do_eval: True

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@ -16,6 +16,7 @@ Global:
checkpoints:
save_res_path: ./output/det_db/predicts_db.txt
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel

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@ -16,6 +16,7 @@ Global:
checkpoints:
save_res_path: ./output/det_db/predicts_db.txt
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel

View File

@ -15,6 +15,7 @@ Global:
checkpoints:
save_res_path: ./output/det_east/predicts_east.txt
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel

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@ -15,6 +15,7 @@ Global:
save_res_path: ./output/det_r18_vd_db/predicts_db.txt
checkpoints:
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel
@ -51,7 +52,7 @@ Optimizer:
PostProcess:
function: ppocr.postprocess.db_postprocess,DBPostProcess
thresh: 0.3
box_thresh: 0.6
box_thresh: 0.5
max_candidates: 1000
unclip_ratio: 1.5
unclip_ratio: 1.6

View File

@ -15,6 +15,7 @@ Global:
save_res_path: ./output/det_db/predicts_db.txt
checkpoints:
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel

View File

@ -15,6 +15,7 @@ Global:
save_res_path: ./output/det_east/predicts_east.txt
checkpoints:
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel

View File

@ -15,6 +15,7 @@ Global:
save_res_path: ./output/det_sast/predicts_sast.txt
checkpoints:
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel

View File

@ -15,6 +15,7 @@ Global:
save_res_path: ./output/det_sast/predicts_sast.txt
checkpoints:
save_inference_dir:
infer_img:
Architecture:
function: ppocr.modeling.architectures.det_model,DetModel

View File

@ -20,5 +20,4 @@ EvalReader:
TestReader:
reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
process_function: ppocr.data.det.sast_process,SASTProcessTest
infer_img: ./train_data/icdar2015/text_localization/ch4_test_images/img_11.jpg
max_side_len: 1536

View File

@ -20,5 +20,4 @@ EvalReader:
TestReader:
reader_function: ppocr.data.det.dataset_traversal,EvalTestReader
process_function: ppocr.data.det.sast_process,SASTProcessTest
infer_img: ./train_data/afs/total_text/Images/Test/img623.jpg
max_side_len: 768

View File

@ -12,7 +12,7 @@ Global:
image_shape: [3, 32, 320]
max_text_length: 25
character_type: french
character_dict_path: ./ppocr/utils/french_dict.txt
character_dict_path: ./ppocr/utils/dict/french_dict.txt
loss_type: ctc
distort: true
use_space_char: false

View File

@ -12,7 +12,7 @@ Global:
image_shape: [3, 32, 320]
max_text_length: 25
character_type: german
character_dict_path: ./ppocr/utils/german_dict.txt
character_dict_path: ./ppocr/utils/dict/german_dict.txt
loss_type: ctc
distort: true
use_space_char: false

View File

@ -12,7 +12,7 @@ Global:
image_shape: [3, 32, 320]
max_text_length: 25
character_type: japan
character_dict_path: ./ppocr/utils/japan_dict.txt
character_dict_path: ./ppocr/utils/dict/japan_dict.txt
loss_type: ctc
distort: true
use_space_char: false

View File

@ -12,7 +12,7 @@ Global:
image_shape: [3, 32, 320]
max_text_length: 25
character_type: korean
character_dict_path: ./ppocr/utils/korean_dict.txt
character_dict_path: ./ppocr/utils/dict/korean_dict.txt
loss_type: ctc
distort: true
use_space_char: false

View File

@ -12,6 +12,7 @@ Global:
image_shape: [3, 32, 100]
max_text_length: 25
character_type: en
character_dict_path:
loss_type: ctc
reader_yml: ./configs/rec/rec_benchmark_reader.yml
pretrain_weights:

View File

@ -12,6 +12,7 @@ Global:
image_shape: [3, 32, 100]
max_text_length: 25
character_type: en
character_dict_path:
loss_type: ctc
reader_yml: ./configs/rec/rec_benchmark_reader.yml
pretrain_weights:

View File

@ -12,6 +12,7 @@ Global:
image_shape: [3, 32, 100]
max_text_length: 25
character_type: en
character_dict_path:
loss_type: attention
tps: true
reader_yml: ./configs/rec/rec_benchmark_reader.yml

View File

@ -12,6 +12,7 @@ Global:
image_shape: [3, 32, 100]
max_text_length: 25
character_type: en
character_dict_path:
loss_type: ctc
tps: true
reader_yml: ./configs/rec/rec_benchmark_reader.yml

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