YOLO
You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Titan X it processes images at 40-90 FPS and has a mAP on VOC 2007 of 78.6% and a mAP of 48.1% on COCO test-dev.
Categories
- YOLOX-L
- YOLOv8
- YOLOv6-L6
Documentation
- You Only Look Once: Unified, Real-Time Object Detection
- http://pjreddie.com/darknet/yolo/
- https://github.com/pjreddie/darknet
-
1506.02640v4.pdf
- YOLO9000 - Better, Faster, Stronger
- https://arxiv.org/abs/1612.08242v1
Projects
- PyLabel
- 컴퓨터 비전 라벨링 작업을 위한 Python 라이브러리. 핵심 기능은 서로 다른 형식(예: coco에서 yolo로) 간에 경계 상자 주석을 변환하는 것입니다.
- https://github.com/pylabel-project/pylabel
See also
- Deep learning
- R-CNN
- Single Shot MultiBox Detector (SSD)
- YOLOX - anchor-free yolo
- PicoDet
- RTMDet