Show HN: Automatically Overlaying Baseball Pitch Motion and Trajectory with ML
1–3 of 3 posts
Re: Show HN: Automatically Overlaying Baseball Pitch Motion and Trajectory with ML
#2Hi guys,
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...
Re: Show HN: Automatically Overlaying Baseball Pitch Motion and Trajectory with ML
#3Hi guys, 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, als…
BTW, I just want to point out that did anyone notice that the pitcher throw the ball with the exact same posture but it turned out to fly on a completely different path. It's just amazing!