pytorch-deployment
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A template for rapid deployment of PyTorch models.
PyTorch Deployment
A template for rapid deployment of PyTorch models.
点击以展开中文 README
功能
- [x] API.
- [x] Web 前端.
- [x] 支持图像转换模型.
- [ ] 支持图像分类模型.
- [ ] 支持图像生成模型.
演示

部署步骤
- 安装依赖:
pip install -r requirements.txt - 启动服务,你有以下选择:
flask run -p 3000,注意该方式性能较差。- 使用 Gunicorn:
- 安装 Gunicorn:
pip install gunicorn - 启动应用:
gunicorn -b 127.0.0.1:3009 app:app
- 安装 Gunicorn:
请注意,模型的权重是从 Github 上下载的,如果你的服务器无法正常访问 Github,请手动下载权重并放到 data 文件夹下。
目前内置的模型:
- starganv2_afhq.ckpt:https://github.com/songquanpeng/pytorch-deployment/releases/download/v0.1.0/starganv2_afhq.ckpt
Features
- [x] API.
- [x] Web frontend.
- [x] Support image translation models.
- [ ] Support image classification models.
- [ ] Support image generation models.
Demo
