Merge branch 'dygraph' into dygraph_rc

2021-04-09 18:51:44 +08:00 · 2021-04-09 18:51:44 +08:00 · 27e7ff1ac9
parent 52f45bc357 824ceca684
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--- a/doc/doc_ch/multi_languages.md
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 # 多语言模型
 **近期更新**
 - 2021.4.9 支持**80种**语言的检测和识别
 - 2021.4.9 支持**轻量高精度**英文模型检测识别
 - [1 安装](#安装)
    - [1.1 paddle 安装](#paddle安装)
    - [1.2 paddleocr package 安装](#paddleocr_package_安装)  
 - [2 快速使用](#快速使用)
    - [2.1 命令行运行](#命令行运行)
     - [2.1.1 整图预测](#bash_检测+识别)
     - [2.1.2 识别预测](#bash_识别)
     - [2.1.3 检测预测](#bash_检测)
    - [2.2 python 脚本运行](#python_脚本运行)
     - [2.2.1 整图预测](#python_检测+识别)
     - [2.2.2 识别预测](#python_识别)
     - [2.2.3 检测预测](#python_检测)
 - [3 自定义训练](#自定义训练)
 - [4 支持语种及缩写](#语种缩写)
 <a name="安装"></a>
 ## 1 安装
 <a name="paddle安装"></a>
 ### 1.1 paddle 安装
 ```
 # cpu
 pip install paddlepaddle
 # gpu
 pip instll paddlepaddle-gpu
 ```
 <a name="paddleocr_package_安装"></a>
 ### 1.2 paddleocr package 安装
 pip 安装
 ```
 pip install "paddleocr>=2.0.4" # 推荐使用2.0.4版本
 ```
 本地构建并安装
 ```
 python3 setup.py bdist_wheel
 pip3 install dist/paddleocr-x.x.x-py3-none-any.whl # x.x.x是paddleocr的版本号
 ```
 <a name="快速使用"></a>
 ## 2 快速使用
 <a name="命令行运行"></a>
 ### 2.1 命令行运行
 查看帮助信息
 ```
 paddleocr -h
 ```
 * 整图预测（检测+识别）
 Paddleocr目前支持80个语种，可以通过修改--lang参数进行切换，具体支持的[语种](#语种缩写)可查看表格。
 ``` bash
 paddleocr --image_dir doc/imgs/japan_2.jpg --lang=japan
 ```
 ![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.0/doc/imgs/japan_2.jpg)
 结果是一个list，每个item包含了文本框，文字和识别置信度
 ```text
 [[[671.0, 60.0], [847.0, 63.0], [847.0, 104.0], [671.0, 102.0]], ('もちもち', 0.9993342)]
 [[[394.0, 82.0], [536.0, 77.0], [538.0, 127.0], [396.0, 132.0]], ('天然の', 0.9919842)]
 [[[880.0, 89.0], [1014.0, 93.0], [1013.0, 127.0], [879.0, 124.0]], ('とろっと', 0.9976762)]
 [[[1067.0, 101.0], [1294.0, 101.0], [1294.0, 138.0], [1067.0, 138.0]], ('後味のよい', 0.9988712)]
 ......
 ```
 * 识别预测
 ```bash
 paddleocr --image_dir doc/imgs_words/japan/1.jpg   --det false --lang=japan
 ```
 ![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.0/doc/imgs_words/japan/1.jpg)
 结果是一个tuple，返回识别结果和识别置信度
 ```text
 ('したがって', 0.99965394)
 ```
 * 检测预测
 ```
 paddleocr --image_dir PaddleOCR/doc/imgs/11.jpg --rec false
 ```
 结果是一个list，每个item只包含文本框
 ```
 [[26.0, 457.0], [137.0, 457.0], [137.0, 477.0], [26.0, 477.0]]
 [[25.0, 425.0], [372.0, 425.0], [372.0, 448.0], [25.0, 448.0]]
 [[128.0, 397.0], [273.0, 397.0], [273.0, 414.0], [128.0, 414.0]]
 ......
 ```
 <a name="python_脚本运行"></a>
 ### 2.2 python 脚本运行
 ppocr 也支持在python脚本中运行，便于嵌入到您自己的代码中：
 * 整图预测（检测+识别）
 ```
 from paddleocr import PaddleOCR, draw_ocr
 # 同样也是通过修改 lang 参数切换语种
 ocr = PaddleOCR(lang="korean") # 首次执行会自动下载模型文件
 img_path = 'doc/imgs/korean_1.jpg '
 result = ocr.ocr(img_path)
 # 打印检测框和识别结果
 for line in result:
    print(line)
 # 可视化
 from PIL import Image
 image = Image.open(img_path).convert('RGB')
 boxes = [line[0] for line in result]
 txts = [line[1][0] for line in result]
 scores = [line[1][1] for line in result]
 im_show = draw_ocr(image, boxes, txts, scores, font_path='/path/to/PaddleOCR/doc/korean.ttf')
 im_show = Image.fromarray(im_show)
 im_show.save('result.jpg')
 ```
 结果可视化:
 ![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.0/doc/imgs_results/korean.jpg)
 * 识别预测
 ```
 from paddleocr import PaddleOCR
 ocr = PaddleOCR(lang="german")
 img_path = 'PaddleOCR/doc/imgs_words/german/1.jpg'
 result = ocr.ocr(img_path, det=False, cls=True)
 for line in result:
    print(line)
 ```
 ![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.0/doc/imgs_words/german/1.jpg)
 结果是一个tuple，只包含识别结果和识别置信度
 ```
 ('leider auch jetzt', 0.97538936)
 ```
 * 检测预测
 ```python
 from paddleocr import PaddleOCR, draw_ocr
 ocr = PaddleOCR() # need to run only once to download and load model into memory
 img_path = 'PaddleOCR/doc/imgs_en/img_12.jpg'
 result = ocr.ocr(img_path, rec=False)
 for line in result:
    print(line)
 # 显示结果
 from PIL import Image
 image = Image.open(img_path).convert('RGB')
 im_show = draw_ocr(image, result, txts=None, scores=None, font_path='/path/to/PaddleOCR/doc/fonts/simfang.ttf')
 im_show = Image.fromarray(im_show)
 im_show.save('result.jpg')
 ```
 结果是一个list，每个item只包含文本框
 ```bash
 [[26.0, 457.0], [137.0, 457.0], [137.0, 477.0], [26.0, 477.0]]
 [[25.0, 425.0], [372.0, 425.0], [372.0, 448.0], [25.0, 448.0]]
 [[128.0, 397.0], [273.0, 397.0], [273.0, 414.0], [128.0, 414.0]]
 ......
 ```
 结果可视化 ：
 ![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.0/doc/imgs_results/whl/12_det.jpg)
 ppocr 还支持方向分类， 更多使用方式请参考：[whl包使用说明](https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.0/doc/doc_ch/whl.md)。
 <a name="自定义训练"></a>
 ## 3 自定义训练
 ppocr 支持使用自己的数据进行自定义训练或finetune, 其中识别模型可以参考 [法语配置文件](../../configs/rec/multi_language/rec_french_lite_train.yml)
 修改训练数据路径、字典等参数。
 具体数据准备、训练过程可参考：[文本检测](../doc_ch/detection.md)、[文本识别](../doc_ch/recognition.md)，更多功能如预测部署、
 数据标注等功能可以阅读完整的[文档教程](../../README_ch.md)。
 <a name="语种缩写"></a>
 ## 4 支持语种及缩写
 | 语种 | 描述 | 缩写 |
 | --- | --- | --- |
 |中文|chinese and english|ch|
 |英文|english|en|
 |法文|french|fr|
 |德文|german|german|
 |日文|japan|japan|
 |韩文|korean|korean|
 |中文繁体|chinese traditional |ch_tra|
 |意大利文| Italian |it|
 |西班牙文|Spanish |es|
 |葡萄牙文| Portuguese|pt|
 |俄罗斯文|Russia|ru|
 |阿拉伯文|Arabic|ar|
 |印地文|Hindi|hi|
 |维吾尔|Uyghur|ug|
 |波斯文|Persian|fa|
 |乌尔都文|Urdu|ur|
 |塞尔维亚文（latin)| Serbian(latin) |rs_latin|
 |欧西坦文|Occitan |oc|
 |马拉地文|Marathi|mr|
 |尼泊尔文|Nepali|ne|
 |塞尔维亚文（cyrillic)|Serbian(cyrillic)|rs_cyrillic|
 |保加利亚文|Bulgarian |bg|
 |乌克兰文|Ukranian|uk|
 |白俄罗斯文|Belarusian|be|
 |泰卢固文|Telugu |te|
 |卡纳达文|Kannada |kn|
 |泰米尔文|Tamil |ta|
 |南非荷兰文 |Afrikaans |af|
 |阿塞拜疆文 |Azerbaijani	|az|
 |波斯尼亚文|Bosnian|bs|
 |捷克文|Czech|cs|
 |威尔士文 |Welsh |cy|
 |丹麦文 |Danish|da|
 |爱沙尼亚文 |Estonian |et|
 |爱尔兰文 |Irish |ga|
 |克罗地亚文|Croatian |hr|
 |匈牙利文|Hungarian |hu|
 |印尼文|Indonesian|id|
 |冰岛文 |Icelandic|is|
 |库尔德文 |Kurdish|ku|
 |立陶宛文|Lithuanian |lt|
 |拉脱维亚文 |Latvian |lv|
 |毛利文|Maori|mi|
 |马来文 |Malay|ms|
 |马耳他文 |Maltese |mt|
 |荷兰文 |Dutch |nl|
 |挪威文 |Norwegian |no|
 |波兰文|Polish |pl|
 | 罗马尼亚文|Romanian |ro|
 | 斯洛伐克文|Slovak |sk|
 | 斯洛文尼亚文|Slovenian |sl|
 | 阿尔巴尼亚文|Albanian |sq|
 | 瑞典文|Swedish |sv|
 | 西瓦希里文|Swahili |sw|
 | 塔加洛文|Tagalog |tl|
 | 土耳其文|Turkish |tr|
 | 乌兹别克文|Uzbek |uz|
 | 越南文|Vietnamese |vi|
 | 蒙古文|Mongolian |mn|
 | 阿巴扎文|Abaza |abq|
 | 阿迪赫文|Adyghe |ady|
 | 卡巴丹文|Kabardian |kbd|
 | 阿瓦尔文|Avar |ava|
 | 达尔瓦文|Dargwa |dar|
 | 因古什文|Ingush |inh|
 | 拉克文|Lak |lbe|
 | 莱兹甘文|Lezghian |lez|
 |塔巴萨兰文 |Tabassaran |tab|
 | 比尔哈文|Bihari |bh|
 | 迈蒂利文|Maithili |mai|
 | 昂加文|Angika |ang|
 | 孟加拉文|Bhojpuri |bho|
 | 摩揭陀文 |Magahi |mah|
 | 那格浦尔文|Nagpur |sck|
 | 尼瓦尔文|Newari |new|
 | 保加利亚文 |Goan Konkani|gom|
 | 沙特阿拉伯文|Saudi Arabia|sa|
--- a/doc/imgs_results/whl/12_det.jpg
+++ b/doc/imgs_results/whl/12_det.jpg
--- a/paddleocr.py
+++ b/paddleocr.py
@ -66,6 +66,46 @@ model_urls = {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/japan_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/japan_dict.txt'
        },
        'chinese_cht': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/chinese_cht_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/chinese_cht_dict.txt'
        },
        'ta': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/ta_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/ta_dict.txt'
        },
        'te': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/te_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/te_dict.txt'
        },
        'ka': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/ka_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/ka_dict.txt'
        },
        'latin': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/latin_ppocr_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/latin_dict.txt'
        },
        'arabic': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/arabic_ppocr_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/arabic_dict.txt'
        },
        'cyrillic': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/cyrillic_ppocr_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/cyrillic_dict.txt'
        },
        'devanagari': {
            'url':
            'https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/devanagari_ppocr_mobile_v2.0_rec_infer.tar',
            'dict_path': './ppocr/utils/dict/devanagari_dict.txt'
        }
    },
    'cls':
@ -233,6 +273,29 @@ class PaddleOCR(predict_system.TextSystem):
        postprocess_params.__dict__.update(**kwargs)
        self.use_angle_cls = postprocess_params.use_angle_cls
        lang = postprocess_params.lang
        latin_lang = [
            'af', 'az', 'bs', 'cs', 'cy', 'da', 'de', 'en', 'es', 'et', 'fr',
            'ga', 'hr', 'hu', 'id', 'is', 'it', 'ku', 'la', 'lt', 'lv', 'mi',
            'ms', 'mt', 'nl', 'no', 'oc', 'pi', 'pl', 'pt', 'ro', 'rs_latin',
            'sk', 'sl', 'sq', 'sv', 'sw', 'tl', 'tr', 'uz', 'vi'
        ]
        arabic_lang = ['ar', 'fa', 'ug', 'ur']
        cyrillic_lang = [
            'ru', 'rs_cyrillic', 'be', 'bg', 'uk', 'mn', 'abq', 'ady', 'kbd',
            'ava', 'dar', 'inh', 'che', 'lbe', 'lez', 'tab'
        ]
        devanagari_lang = [
            'hi', 'mr', 'ne', 'bh', 'mai', 'ang', 'bho', 'mah', 'sck', 'new',
            'gom', 'sa', 'bgc'
        ]
        if lang in latin_lang:
            lang = "latin"
        elif lang in arabic_lang:
            lang = "arabic"
        elif lang in cyrillic_lang:
            lang = "cyrillic"
        elif lang in devanagari_lang:
            lang = "devanagari"
        assert lang in model_urls[
            'rec'], 'param lang must in {}, but got {}'.format(
                model_urls['rec'].keys(), lang)
--- a/ppocr/utils/dict/arabic_dict.txt
+++ b/ppocr/utils/dict/arabic_dict.txt
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--- a/ppocr/utils/dict/cyrillic_dict.txt
+++ b/ppocr/utils/dict/cyrillic_dict.txt
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--- a/ppocr/utils/dict/devanagari_dict.txt
+++ b/ppocr/utils/dict/devanagari_dict.txt
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--- a/ppocr/utils/dict/latin_dict.txt
+++ b/ppocr/utils/dict/latin_dict.txt
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--- a/setup.py
+++ b/setup.py
@ -32,7 +32,7 @@ setup(
    package_dir={'paddleocr': ''},
    include_package_data=True,
    entry_points={"console_scripts": ["paddleocr= paddleocr.paddleocr:main"]},
-    version='2.0.3',
+    version='2.0.4',
    install_requires=requirements,
    license='Apache License 2.0',
    description='Awesome OCR toolkits based on PaddlePaddle （8.6M ultra-lightweight pre-trained model, support training and deployment among server, mobile, embeded and IoT devices',
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