https://github.com/carlostojal/obj_detection_playground

Object detection playground.
https://github.com/carlostojal/obj_detection_playground

Last synced: 2 days ago
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Object detection playground.

• Host: GitHub
• URL: https://github.com/carlostojal/obj_detection_playground
• Owner: carlostojal
• Created: 2024-08-24T18:14:43.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-09-18T11:46:26.000Z (about 2 months ago)
• Last Synced: 2024-10-12T19:53:27.667Z (about 1 month ago)
• Language: Python
• Size: 71.3 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 5
• Metadata Files:
  • Readme: README.md

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README

        
# Object Detection Playground

Some experiments I make with object detection models just for fun.

## Some ideas 

- [x] Implement YOLOv1 from scratch.

- [ ] Implement YOLOv7 from scratch.

- [ ] Implement DETR from scratch.

- [ ] Knowledge distillation from DETR to a YOLO model.

    - [ ] Student pruning.

    - [ ] Student quantization.