Show HN: Automatically Overlaying Baseball Pitch Motion and Trajectory with ML(github.com)
github.com
Show HN: Automatically Overlaying Baseball Pitch Motion and Trajectory with ML
https://github.com/chonyy/ML-auto-baseball-pitching-overlay
https://github.com/chonyy/ML-auto-baseball-pitching-overlay
This project takes your baseball pitching clips and automatically generates the overlay. A fine-tuned Yolov4 model is used to get the location of the ball. Then, I implemented SORT tracking algorithm to keep track of each individual ball. Lastly, I will apply some image registration techniques to deal with slight camera shift on each clip.
I'm still trying to improve it! Feel free to follow this project, also checkout the Todo list.
The idea came from this incredible overlay: https://www.youtube.com/watch?v=jUbAAurrnwU&ab_channel=YuTub...