This is a model developed and trained on YOLOv8 (You Only Look Once version 8) object detection model tailored specifically for cricket match images. This YOLOv8 model was fine-tuned to recognize key components of a cricket match, including Batsman, the cricket ball, Fielders, Umpires and other significant details. The model's real-time capabilities allowed it to track players, differentiate them throughout the game.
The video used for testing is https://www.youtube.com/watch?v=HK6B2da3DPA
The full predicted video is https://www.youtube.com/watch?v=3vDBO68fQ7s