Google, IBM & Meta Certificates — All 10,000+ Courses at 40% Off
One annual plan covers every course and certificate on Coursera. 40% off for a limited time.
Get Full Access
Explore computer vision and deep learning techniques to create an automatic basketball game detection system. Learn to extract frames from YouTube videos, generate automatic annotations using Autodistill and GroundingDINO, train a custom YOLOv8 model for object detection in sports, and perform real-time inference on new game footage. Gain hands-on experience with essential tools for AI-based sports analytics while working with game footage from a Real Madrid vs. Maccabi Tel-Aviv match. Master the full pipeline from data labeling to live inference, and develop practical skills in deep learning for sports video analysis.
