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shikharbhardwaj / csgo-clips-autotrim

Experiments with using DL to automatically trim CSGO clips
Apache License 2.0
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Research DL areas which could be relevant #3

Closed shikharbhardwaj closed 1 year ago

shikharbhardwaj commented 2 years ago

Problems we would like to solve:

  1. Given a video frame, extract [already defined] contextual clues from the frame. Eg. Game stats (kills, deaths, ammo, time etc), events (multi kills, clutches, defuses etc)
  2. Eventually: A system to automatically extract the set of contextual clues for a game learning from game footage.

Current list of research areas:

  1. Scene Text Detection
  2. [Video] Semantic Segmentation
  3. RoI Feature Extraction
  4. Image Segmentation
shikharbhardwaj commented 1 year ago

https://github.com/Sense-X/Co-DETR/blob/main/demo/MMDet_InstanceSeg_Tutorial.ipynb