| # Version: 2.0.0 | |
| FROM registry.baidubce.com/paddlepaddle/paddle:2.0.0-gpu-cuda10.1-cudnn7 | |
| # PaddleOCR base on Python3.7 | |
| RUN pip3.7 install --upgrade pip -i https://mirror.baidu.com/pypi/simple | |
| RUN pip3.7 install paddlehub --upgrade -i https://mirror.baidu.com/pypi/simple | |
| # 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` | |
| RUN git clone https://github.com/PaddlePaddle/PaddleOCR.git /PaddleOCR | |
| WORKDIR /PaddleOCR | |
| RUN pip3.7 install -r requirements.txt -i https://mirror.baidu.com/pypi/simple | |
| RUN mkdir -p /PaddleOCR/inference/ | |
| # Tip: You can download models from https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.7/doc/doc_ch/models_list.md | |
| # 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) | |
| ADD {link} /PaddleOCR/inference/ | |
| RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/ | |
| # 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) | |
| ADD {link} /PaddleOCR/inference/ | |
| RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/ | |
| # 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) | |
| ADD {link} /PaddleOCR/inference/ | |
| RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/ | |
| EXPOSE 8868 | |
| CMD ["/bin/bash","-c","hub install deploy/hubserving/ocr_system/ && hub serving start -m ocr_system"] | |