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CubeAI模型开发常用工具集

Project description

CubeTools

CubeAI智立方 模型和应用开发常用工具集。

目前主要包括:

  • 图像前处理、后处理等常用函数封装。
  • 通用AI流媒体在线推理服务框架。
  • 通用OpenVino模型推理框架(基于 OpenVino Runtime 封装)。
  • 通用ONNX模型推理框架(基于 ONNX Runtime 封装)。
  • 通用PaddlePaddle模型推理框架(基于 Paddle Inference 推理引擎封装)。
  • 通用MindSporeLite推理框架(基于 MindSpore Lite 推理引擎封装)。
  • 通用Pytorch模型推理框架。
  • 基于Gradio的视频流媒体类Python前端服务组件。
  • 基于Gradio的聊天对话类Python前端服务组件。
  • HuggingFace模型和数据集下载。
  • ModelScope模型下载。
  • 模型文件下载。

开源主页

依赖包主页

依赖包安装

pip install cubetools -i https://pypi.tuna.tsinghua.edu.cn/simple

应用举例

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