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2025

Footsal — Real-Time Smart
 Sports Ball Analytics

Real-time sports ball tracking assistant for football/futsal match analysis via live iPhone camera feed, powered by CoreML and YOLO11m.

Footsal — Real-Time Smart Sports Ball Analytics

Overview

Real-time sports ball tracking assistant for football/futsal match analysis via live iPhone camera feed. Built during Apple Developer Academy Challenge 3.

Technical Highlights

  • Converted pretrained YOLO11m (COCO dataset) to CoreML for real-time frame-by-frame detection.
  • Calibrated confidence and IoU thresholds for consistent tracking under fast motion and variable lighting.

Tech Stack: Swift, SwiftUI, CoreML, Vision Framework, YOLO11m

Last updated on September 16, 2026 at 11:27 AM UTC+7. See Changelog