ubuntu安装CVAT
时间: 2023-10-30 21:01:35 浏览: 211
UBUNTU安装手册
你可以按照以下步骤在Ubuntu上安装CVAT:
1. 更新系统软件包:
```
sudo apt update
sudo apt upgrade
```
2. 安装依赖项:
```
sudo apt install build-essential cmake git libsm6 libxext6 libxrender-dev python3-pip python3-venv zlib1g-dev nginx libnginx-mod-rtmp
```
3. 创建并激活Python虚拟环境:
```
python3 -m venv cvat-env
source cvat-env/bin/activate
```
4. 克隆CVAT存储库:
```
git clone https://github.com/openvinotoolkit/cvat.git
cd cvat
git checkout develop
```
5. 安装Python依赖项:
```
pip install -r requirements/opencv-python-headless.txt
pip install -r requirements/pytorch.txt
pip install -r requirements/ffmpeg.txt
pip install -r requirements/numpy.txt
pip install -r requirements/tensorflow-cpu.txt
pip install -r requirements/requirements.txt
```
6. 安装CVAT:
```
python manage.py migrate
python manage.py collectstatic
python manage.py createsuperuser
```
7. 配置Nginx服务器:
- 创建一个Nginx配置文件:
```
sudo nano /etc/nginx/conf.d/cvat.conf
```
- 添加以下内容到文件中(确保将`<your_domain>`替换为您自己的域名):
```
server {
listen 80;
server_name <your_domain>;
location / {
proxy_pass http://localhost:8080;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
}
location /cvat/ws/ {
proxy_pass http://localhost:8080/cvat/ws/;
proxy_http_version 1.1; proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "Upgrade";
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header Host $host;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
proxy_read_timeout 86400;
}
}
```
- 保存并关闭文件。
8. 启动CVAT:
```
python manage.py runserver "0.0.0.0:8080"
```
9. 重启Nginx服务器:
```
sudo service nginx restart
```
现在,您应该能够通过在Web浏览器中输入服务器的IP地址或域名来访问CVAT。请记住,这是一个简单的安装过程,具体取决于您的环境和需求,您可能需要进行其他配置。
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