CentOS 7.6 系统源码部署 HivisionIDPhotos

第一步：准备系统环境和基础依赖

1.1 更新yum镜像源

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# yum 配置镜像源
vim /etc/yum.repos.d/CentOS-Base.repo




# 文件内容替换下面内容
[base]
name=CentOS-$releasever - Base - mirrors.aliyun.com
baseurl=http://mirrors.aliyun.com/centos/$releasever/os/$basearch/
gpgcheck=1
gpgkey=http://mirrors.aliyun.com/centos/RPM-GPG-KEY-CentOS-7

[updates]
name=CentOS-$releasever - Updates - mirrors.aliyun.com
baseurl=http://mirrors.aliyun.com/centos/$releasever/updates/$basearch/
gpgcheck=1
gpgkey=http://mirrors.aliyun.com/centos/RPM-GPG-KEY-CentOS-7

[extras]
name=CentOS-$releasever - Extras - mirrors.aliyun.com
baseurl=http://mirrors.aliyun.com/centos/$releasever/extras/$basearch/
gpgcheck=1
gpgkey=http://mirrors.aliyun.com/centos/RPM-GPG-KEY-CentOS-7

[centosplus]
name=CentOS-$releasever - Plus - mirrors.aliyun.com
baseurl=http://mirrors.aliyun.com/centos/$releasever/centosplus/$basearch/
gpgcheck=1
enabled=0
gpgkey=http://mirrors.aliyun.com/centos/RPM-GPG-KEY-CentOS-7

清理缓存

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sudo yum clean all

sudo yum makecache

1.2 更新系统

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# 更新系统包
sudo yum update -y

# 安装基础开发工具
sudo yum groupinstall "Development Tools" -y

# 安装必要的系统依赖
sudo yum install -y wget curl git vim epel-release
sudo yum install -y openssl-devel bzip2-devel libffi-devel sqlite-devel
sudo yum install -y zlib-devel readline-devel tk-devel gdbm-devel db4-devel libpcap-devel xz-devel

1.2 安装系统级图像处理库

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# 安装图像处理相关库
sudo yum install -y libjpeg-devel libpng-devel libtiff-devel freetype-devel
sudo yum install -y opencv opencv-devel opencv-python

第二步：安装 Python 3.10 环境

2.1 升级openssl

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yum install -y gcc gcc-c++ autoconf automake zlib zlib-devel pcre-devel

cd /opt
wget https://www.openssl.org/source/openssl-1.1.1q.tar.gz --no-check-certificate 
tar -zxvf openssl-1.1.1q.tar.gz
cd openssl-1.1.1q

./config --prefix=/usr/local/openssl
make
make install

ln -sf /usr/local/openssl/bin/openssl /usr/bin/opensslecho "/usr/local/openssl/lib" >> /etc/ld.so.conf
ldconfig -v

检查openssl version：

至此，OpenSSL升级完毕。

2.2 安装python3.10

安装依赖，使用root权限：

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yum install -y ncurses-devel gdbm-devel xz-devel sqlite-devel tk-devel uuid-devel readline-devel bzip2-devel libffi-devel

cd /opt
wget https://www.python.org/ftp/python/3.10.6/Python-3.10.6.tgz
tar -zxvf Python-3.10.6.tgz

修改Python编译源文件的Module/Setup链接，修改如下：

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cd Python-3.10.6
vim Modules/Setup

将下面注释打开

并且改掉OPENSSL的路径

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OPENSSL=/usr/local/openssl
_ssl _ssl.c \
    -I$(OPENSSL)/include -L$(OPENSSL)/lib \
    -lssl -lcrypto

编译安装：

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./configure --prefix=/usr/local/python3
make
make install

创建软链接，centos默认安装有python2.7版本，两个版本共存：

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ln -s /usr/local/python3/bin/python3.10 /usr/bin/python3
ln -s /usr/local/python3/bin/pip3.10 /usr/bin/pip3

第三步：克隆源码

3.1 创建项目目录

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# 创建项目目录
sudo mkdir -p /opt/hivision
sudo chown $USER:$USER /opt/hivision
cd /opt/hivision

3.2 克隆源码

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# 克隆 HivisionIDPhotos 源码
git clone https://github.com/Zeyi-Lin/HivisionIDPhotos.git
cd HivisionIDPhotos

# 查看项目结构
ls -la安装依赖pip3 install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simplepip3 install -r requirements-app.txt -i https://pypi.tuna.tsinghua.edu.cn/simple

第四步：下载和配置模型文件

下载所有模型

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python3 scripts/download_model.py --models all

这里可能下载太慢。这里我已经给大家下载好，直接放到 /opt/hivision/HivisionIDPhotos/hivision/creator/weights 下面就可以了。

通过网盘分享的文件：hivision模型

链接: https://pan.baidu.com/s/1XK6OgG2gdQDR1XmsK_BIzw?pwd=kbwq 提取码: kbwq

第五步：启动API服务

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python3 deploy_api.py

到此服务启动成功。