Docker——基于HubServing部署全套PaddleOCR Restful API服务（CPU版本）

深藏阁楼爱情的钟 2022-11-01 15:00 15阅读 0赞

# 说明 #

1、同时部署ocr\_det、ocr\_cls、ocr\_rec、ocr\_system

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MzI3Mjc4MQ_size_16_color_FFFFFF_t_70][]

2、基于[https://gitee.com/paddlepaddle/PaddleOCR/blob/v2.0.0/deploy/docker/hubserving/cpu/Dockerfile][https_gitee.com_paddlepaddle_PaddleOCR_blob_v2.0.0_deploy_docker_hubserving_cpu_Dockerfile]

3、所有服务位于同一端口下

# Dockerfile #

# Version: 2.0.0
    FROM registry.baidubce.com/paddlepaddle/paddle:2.0.0
    
    # PaddleOCR base on Python3.7
    RUN pip3.7 install --upgrade pip -i https://pypi.tuna.tsinghua.edu.cn/simple
    
    RUN pip3.7 install paddlehub --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple
    
    RUN git clone https://gitee.com/PaddlePaddle/PaddleOCR.git /PaddleOCR
    
    WORKDIR /PaddleOCR
    
    RUN pip3.7 install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
    
    RUN mkdir -p /PaddleOCR/inference/
    # Download ocr detect model(light version). if you want to change normal version, you can change ch_ppocr_mobile_v1.1_det_infer to ch_ppocr_server_v1.1_det_infer, also remember change det_model_dir in deploy/hubserving/ocr_system/params.py）
    ADD https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_infer.tar /PaddleOCR/inference/
    RUN tar xf /PaddleOCR/inference/ch_ppocr_mobile_v2.0_det_infer.tar -C /PaddleOCR/inference/
    
    # Download direction classifier(light version). If you want to change normal version, you can change ch_ppocr_mobile_v1.1_cls_infer to ch_ppocr_mobile_v1.1_cls_infer, also remember change cls_model_dir in deploy/hubserving/ocr_system/params.py）
    ADD https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar /PaddleOCR/inference/
    RUN tar xf /PaddleOCR/inference/ch_ppocr_mobile_v2.0_cls_infer.tar -C /PaddleOCR/inference/
    
    # Download ocr recognition model(light version). If you want to change normal version, you can change ch_ppocr_mobile_v1.1_rec_infer to ch_ppocr_server_v1.1_rec_infer, also remember change rec_model_dir in deploy/hubserving/ocr_system/params.py）
    ADD https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_infer.tar /PaddleOCR/inference/
    RUN tar xf /PaddleOCR/inference/ch_ppocr_mobile_v2.0_rec_infer.tar -C /PaddleOCR/inference/
    RUN hub install deploy/hubserving/ocr_system/
    RUN hub install deploy/hubserving/ocr_cls/
    RUN hub install deploy/hubserving/ocr_det/
    RUN hub install deploy/hubserving/ocr_rec/
    
    EXPOSE 8866
    
    CMD ["/bin/bash","-c","hub serving start --modules ocr_system ocr_cls ocr_det ocr_rec -p 8866 "]

# 参考文章 #

[PaddleOCR——Docker环境下基于HubServing模式部署Restful API服务（CPU版本）][PaddleOCR_Docker_HubServing_Restful API_CPU]

[Docker化部署服务][Docker]

[PaddleOCR Docker化部署服务][PaddleOCR Docker]

[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MzI3Mjc4MQ_size_16_color_FFFFFF_t_70]: /images/20221024/d078f7419f884b248bbf28ba6d12f712.png
[https_gitee.com_paddlepaddle_PaddleOCR_blob_v2.0.0_deploy_docker_hubserving_cpu_Dockerfile]: https://gitee.com/paddlepaddle/PaddleOCR/blob/v2.0.0/deploy/docker/hubserving/cpu/Dockerfile
[PaddleOCR_Docker_HubServing_Restful API_CPU]: https://shentuzhigang.blog.csdn.net/article/details/113408464
[Docker]: https://gitee.com/paddlepaddle/PaddleOCR/blob/develop/deploy/docker/hubserving/README_cn.md
[PaddleOCR Docker]: https://blog.csdn.net/qq_25702579/article/details/108404313