Viewing profile — chony

I built an app to visualize and analyze basketball shots and shooting pose with machine learning. https://github.com/chonyy/AI-basketball-analysis The result is pretty nice. Howeve…

I built this project to automatically overlay baseball pitch motion and trajectory. https://github.com/chonyy/ML-auto-baseball-pitching-overlay It's ready for a quick demo. However…

Thanks, will definitely check it out!

Thanks for asking! The only model I used in this project is the YOLOv4 object detection model to detect the ball in each frame. I collected about 200 images to train it. For the ot…

I'm glad that you like it! Thanks a lot!

Thanks for asking! This is not a noob question. I would say that the similar workflow could be applied to any ball-related sports. The object detection and the tracking algorithm i…

I love the idea so much! Any idea how could you make it work on the videos with subtitles turned off? Also, may I ask for a simple workflow of this project? Here are some of my que…

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…

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 …

Hi 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 impleme…

Hi, the link provided is the pure ML part of the project, without any Flask thing. Unfortunately, I don't have written a notebook for it. Maybe you could try to figure it out throu…

Hi, do you mean the pure Python ML part wihtout the web app and any Flask thing?

I'm glad you like it! As an alternative, feel free to play around with it and get familiar with the setup process in the Google colab notebook. https://colab.research.google.com/gi…

Hi guys, I have also written a post to explain the high level concept of OpenPose, the pose estimation framework I implemented in this project. Feel free to check out: https://gith…

Hi guys, I have also wrotten a post to provide an in-depth explanation and a walkthrough of the code. Please check out: https://towardsdatascience.com/fp-growth-frequent-pattern-ge…

Hi guys, I have also wrotten a post to provide an in-depth explanation and a walkthrough of the code, Please check out: https://towardsdatascience.com/apriori-association-rule-mini…