Dockerfile是我修改成百度源后的,清华源速度在我这有点蛋疼。需要修改模型的注意下载路径和修改解压包名。
# Version: 1.0.0 FROM hub.baidubce.com/paddlepaddle/paddle:latest-gpu-cuda9.0-cudnn7-dev # PaddleOCR base on Python3.7 #RUN pip3.7 install --upgrade pip -i https://pypi.tuna.tsinghua.edu.cn/simple RUN pip3.7 install --upgrade pip -i https://mirror.baidu.com/pypi/simple #RUN python3.7 -m pip install paddlepaddle==1.7.2 -i https://pypi.tuna.tsinghua.edu.cn/simple RUN python3.7 -m pip install paddlepaddle==1.7.2 -i https://mirror.baidu.com/pypi/simple #RUN pip3.7 install paddlehub --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple RUN pip3.7 install paddlehub --upgrade -i https://mirror.baidu.com/pypi/simple #RUN git clone https://gitee.com/PaddlePaddle/PaddleOCR RUN cd / && git clone -b develop --depth 1 https://github.com/PaddlePaddle/PaddleOCR.git WORKDIR /PaddleOCR #RUN pip3.7 install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple RUN pip3.7 install -r requirements.txt -i https://mirror.baidu.com/pypi/simple RUN mkdir -p /PaddleOCR/inference/ch_rec_mv3_crnn RUN mkdir -p /PaddleOCR/inference/ch_det_mv3_db # Download orc detect model(light version). if you want to change normal version, you can change ch_det_mv3_db_infer to ch_det_r50_vd_db_infer, also remember$ #ADD https://paddleocr.bj.bcebos.com/ch_models/ch_det_mv3_db_infer.tar /PaddleOCR/inference #ADD https://paddleocr.bj.bcebos.com/ch_models/ch_rec_r34_vd_crnn_enhance_infer.tar /PaddleOCR/inference ADD https://paddleocr.bj.bcebos.com/ch_models/ch_rec_r34_vd_crnn_infer.tar /PaddleOCR/inference #RUN tar xf /PaddleOCR/inference/ch_rec_r34_vd_crnn_enhance_infer.tar --strip-components 1 -C /PaddleOCR/inference/ch_rec_mv3_crnn RUN tar xf /PaddleOCR/inference/ch_rec_r34_vd_crnn_infer.tar --strip-components 1 -C /PaddleOCR/inference/ch_rec_mv3_crnn # Download orc recognition model(light version). If you want to change normal version, you can change ch_rec_mv3_crnn_infer to ch_rec_r34_vd_crnn_enhance_inf$ #ADD https://paddleocr.bj.bcebos.com/ch_models/ch_rec_mv3_crnn_infer.tar /PaddleOCR/inference ADD https://paddleocr.bj.bcebos.com/ch_models/ch_det_r50_vd_db_infer.tar /PaddleOCR/inference RUN tar xf /PaddleOCR/inference/ch_det_r50_vd_db_infer.tar --strip-components 1 -C /PaddleOCR/inference/ch_det_mv3_db EXPOSE 8866 CMD ["/bin/bash","-c","export PYTHONPATH=. && hub install deploy/hubserving/ocr_system/ && hub serving start -m ocr_system"]二、构建镜像
docker build -t paddleocr:cpu .三、创建容器
docker run -dp 8866:8866 --name paddle_ocr paddleocr:cpu四、测试CURL
curl -H "Content-Type:application/json" -X POST --data "{\"images\": [\"填入图片Base64编码(需要删除'data:image/jpg;base64,')\"]}" http://localhost:8866/predict/ocr_system参考文档 https://gitee.com/paddlepaddle/PaddleOCR/tree/develop/docker/hubserving
