28 lines
1.4 KiB
Docker
28 lines
1.4 KiB
Docker
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# Version: 1.0.0
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FROM hub.baidubce.com/paddlepaddle/paddle:latest-gpu-cuda9.0-cudnn7-dev
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# PaddleOCR需要在Python3.7下执行
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RUN pip3.7 install --upgrade pip -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN python3.7 -m pip install paddlepaddle==1.7.2 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN pip3.7 install paddlehub --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN git clone https://gitee.com/PaddlePaddle/PaddleOCR
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WORKDIR /PaddleOCR
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RUN pip3.7 install -r requirments.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN mkdir -p /PaddleOCR/inference
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# 下载超轻量级中文OCR模型的检测模型并解压（可以换成通用中文OCR模型，ch_det_r50_vd_db_infer，记得要修改deploy/hubserving/ocr_system/params.py中的det_model_dir）
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ADD https://paddleocr.bj.bcebos.com/ch_models/ch_det_mv3_db_infer.tar /PaddleOCR/inference
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RUN tar xf /PaddleOCR/inference/ch_det_mv3_db_infer.tar -C /PaddleOCR/inference
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# 下载超轻量级中文OCR模型的识别模型并解压（可以换成通用中文OCR模型，ch_rec_r34_vd_crnn_enhance_infer，记得要修改deploy/hubserving/ocr_system/params.py中的rec_model_dir）
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ADD https://paddleocr.bj.bcebos.com/ch_models/ch_rec_mv3_crnn_infer.tar /PaddleOCR/inference
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RUN tar xf /PaddleOCR/inference/ch_rec_mv3_crnn_infer.tar -C /PaddleOCR/inference
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EXPOSE 8866
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CMD ["/bin/bash","-c","export PYTHONPATH=. && hub install deploy/hubserving/ocr_system/ && hub serving start -m ocr_system"]
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