KickCut: AI-Powered Football Highlights Extraction
An AI-driven system that automates football highlight generation by detecting key match moments with advanced computer vision and ML models.
Project Deep Dive
KickCut automates football highlight creation by detecting goals, saves, fouls, and celebrations using AI. It processes full-length matches and compiles highlight reels, reducing manual editing. Powered by YOLO v8, ResNet50, and Vision Transformers with OpenCV and TensorFlow, the system ensures accurate detection. The frontend is in React.js, with FastAPI managing backend video processing. KickCut offers real-time efficiency for clubs, creators, and media startups.
Technologies Used
Key Highlights
Challenges We Overcame
Challenge 1
Training accurate CV models
Challenge 2
Handling multiple camera angles
Challenge 3
Real-time video processing
Challenge 4
Adapting to varied video quality
Inspired by This Project?
Let's discuss how we can create something amazing together.