CVNets: High Performance Library for Computer Vision

Code

• github.com/apple/ml-cvnets
  OfficialIn paperpytorch★ 1,968
• github.com/apple/corenet
  pytorch★ 7,008
• github.com/microndla/mobilevitv3
  pytorch★ 276
• github.com/2023-MindSpore-4/Code12/tree/main/d2l/chapter_12_computational-performance
  mindspore★ 0

Abstract

We introduce CVNets, a high-performance open-source library for training deep neural networks for visual recognition tasks, including classification, detection, and segmentation. CVNets supports image and video understanding tools, including data loading, data transformations, novel data sampling methods, and implementations of several standard networks with similar or better performance than previous studies. Our source code is available at: https://github.com/apple/ml-cvnets.

Tasks

Reproductions