基于Docker、PaddleOcr、PaddleHub的可直接使用的身份证OCR服务_身份证识别docker

简介

基于paddleocr，paddlehub，ocr之后通过java程序进行分析提前信息并暴露api接口，已打包成docker镜像。

体验

体验网址为https://demo.think4code.com/，移动端布局，效果如下

部署环境

1. CentOS 7.9
2. Docker 1.13.1

部署实战

1. 获取镜像

已将镜像上传至百度云盘，地址如下
链接：https://pan.baidu.com/s/14JphJP0NdSCHxh_Hbuwp0Q?pwd=patv
提取码：patv
–来自百度网盘超级会员V3的分享

2. 上传并解压镜像

将paddle-ocr1.0.1.tar.gz下载后上传到服务器中，然后解压

[root@localhost ~]# tar -zxvf paddle-ocr1.0.1.tar.gz
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得到paddle-ocr1.0.1.tar

3. docker加载镜像，创建容器并启动

先加载镜像

[root@localhost ~]# docker load -i paddle-ocr1.0.1.tar
74ddd0ec08fa: Loading layer [==================================================>] 238.6 MB/238.6 MB
60a9d177e27a: Loading layer [==================================================>] 3.787 GB/3.787 GB
9943df26b0e8: Loading layer [==================================================>] 48.63 MB/48.63 MB
179852467c97: Loading layer [==================================================>]  27.8 MB/27.8 MB
Loaded image ID: sha256:f68074d45868ca48c9a060dec5926d398ef0c180a4a2f518ca4be97eb681f35d
[root@localhost ~]# docker images
REPOSITORY                                                       TAG                 IMAGE ID            CREATED             SIZE
<none>                                                           <none>              f68074d45868        2 hours ago         4.04 GB
[root@localhost ~]# docker tag f68074d45868 paddle-ocr:1.0.1
[root@localhost ~]# docker images
REPOSITORY                                                       TAG                 IMAGE ID            CREATED             SIZE
paddle-ocr                                                       1.0.1               f68074d45868        2 hours ago         4.04 GB

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然后创建容器

[root@localhost ~]# docker run -itd -p 8080:8080 -p 8868:8868 --name paddle-ocr paddle-ocr:1.0.1
0b64242b7ca32b177e2477f16694bc58e785f7e9815bf45e06ff7f31f4915003
[root@localhost ~]# docker ps -a
CONTAINER ID        IMAGE               COMMAND             CREATED              STATUS              PORTS                                            NAMES
0b64242b7ca3        paddle-ocr:1.0.1    "/bin/bash"         About a minute ago   Up 15 seconds       0.0.0.0:8080->8080/tcp, 0.0.0.0:8868->8868/tcp   paddle-ocr
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4. 进入容器启动服务

[root@localhost ~]# docker exec -it 0b64242b7ca3 /bin/bash
[root@0b64242b7ca3 /]# sh /root/sh/start_all.sh
[root@0b64242b7ca3 /]# ps -ef
UID        PID  PPID  C STIME TTY          TIME CMD
root         1     0  0 14:04 ?        00:00:00 /bin/bash
root        16     0  0 14:05 ?        00:00:00 /bin/bash
root        34     0 94 14:05 ?        00:00:01 /usr/bin/python3.8 /usr/local/bin/hub serving start -c /root/PaddleOCR/deploy/hubserving/ocr_system/config.json
root        36     0 99 14:05 ?        00:00:06 java -jar /root/paddle-handler/paddle-handler.jar
root        86    16  0 14:06 ?        00:00:00 ps -ef
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5. 测试接口

不足及优化

• OCR服务尚未配置开机自启
• OCR的结果需要用java程序分析提取信息，后续需要根据实际情况不停地完善提取逻辑