
Here is a demo video of my submission this year for the Swift Student Challenge. It is a basketball analyzer app, that counts your shots, calculates metrics like Release Angle, Ball Speed, Miss Reason(ex. : Short, Long). #swiftstudentchallenge
Alpay Calalli
434 posts

@calalli24
iOS developer, one of the WWDC SSC winners in 2024 and 2025. Interested in Machine Learning and Computer Vision.

Here is a demo video of my submission this year for the Swift Student Challenge. It is a basketball analyzer app, that counts your shots, calculates metrics like Release Angle, Ball Speed, Miss Reason(ex. : Short, Long). #swiftstudentchallenge




this might be the coolest blogpost I ever written I dove deep into: - player detection with RF-DETR - player tracking with SAM2 - team clustering with SigLIP and K-means - number recognition with SmolVLM2 and ResNet I hope you'll like it link: blog.roboflow.com/identify-baske…

Swift / macOS project for detecting and tracking the ball, players, and other on-court elements in a basketball game. I trained a custom CoreML model, running fully on-device. Accuracy isn’t perfect yet, so I’ll keep improving it.









