Twenty minutes to get started with computer vision open source artifact - class notes

1. Unified deep learning framework, 2.0

2. Status quo

3, representing the algorithm library

(1) Target detection MMDetection

        Task support: target home, strength division, panorama division

        Wide coverage

        Algorithm rich

        easy to use

(2)MIMOLO

(3)MMOCR

        Text detection, text recognition, key information extraction

(4)MMDetection3D

  (5)  MMRotate

  (6)  MMSegmentation

  (7) MMPretrain image classification + pre-training + multi-modal algorithm library

  (8) MMPose pose estimation (key point detection)

  (9) MMHuman3D 3D Human Pose Estimation Algorithm Library

  (10) MMAction2 video action recognition algorithm library

        Behavior recognition, temporal motion detection, spatiotemporal motion detection

  (11) MMagic generation model + underlying vision + AIGC algorithm library

  (12)MMDeploy Model Deployment Toolbox

  

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Origin blog.csdn.net/weixin_42748604/article/details/130986717