paddlepaddle--paddleocr
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35 行
1.8 KiB
Docker
35 行
1.8 KiB
Docker
# Version: 2.0.0
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FROM registry.baidubce.com/paddlepaddle/paddle:2.0.0-gpu-cuda10.1-cudnn7
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# PaddleOCR base on Python3.7
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RUN pip3.7 install --upgrade pip -i https://mirror.baidu.com/pypi/simple
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RUN pip3.7 install paddlehub --upgrade -i https://mirror.baidu.com/pypi/simple
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# If you want to use PP-OCRv4. You need to modify the `model_dir` fields in the file of `deploy/hubserving/ocr_system/params.py`
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RUN git clone https://github.com/PaddlePaddle/PaddleOCR.git /PaddleOCR
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WORKDIR /PaddleOCR
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RUN pip3.7 install -r requirements.txt -i https://mirror.baidu.com/pypi/simple
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RUN mkdir -p /PaddleOCR/inference/
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# Tip: You can download models from https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.7/doc/doc_ch/models_list.md
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# Download orc detect model(light version). if you want to change normal version, you can change ch_ppocr_mobile_v2.0_det_infer to ch_ppocr_server_v2.0_det_infer, also remember change det_model_dir in deploy/hubserving/ocr_system/params.py）
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ADD {link} /PaddleOCR/inference/
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RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/
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# Download direction classifier(light version). If you want to change normal version, you can change ch_ppocr_mobile_v2.0_cls_infer to ch_ppocr_mobile_v2.0_cls_infer, also remember change cls_model_dir in deploy/hubserving/ocr_system/params.py）
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ADD {link} /PaddleOCR/inference/
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RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/
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# Download orc recognition model(light version). If you want to change normal version, you can change ch_ppocr_mobile_v2.0_rec_infer to ch_ppocr_server_v2.0_rec_infer, also remember change rec_model_dir in deploy/hubserving/ocr_system/params.py）
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ADD {link} /PaddleOCR/inference/
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RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/
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EXPOSE 8868
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CMD ["/bin/bash","-c","hub install deploy/hubserving/ocr_system/ && hub serving start -m ocr_system"]
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