Martial Arts Video Collection toolkit

A pretrained video action classifier and a tool for editing of martial art videos into scenes: combat/non combat

Input

A directory with a lot of MMA videos

Output

A directory with a segments of videos that contain combat scenes

A labels of 3d body parts of fighters for those scenes

Tools

3D reconstruction scene player

Datasets

• https://www.deepmind.com/open-source/kinetics
• https://paperswithcode.com/dataset/ucf101
• https://paperswithcode.com/dataset/moments-in-time

Models

• https://github.com/open-mmlab/mmhuman3d
• https://github.com/open-mmlab/mmaction2