Automated Futsal Video Analysis for Performance Reporting
End-to-end AI pipeline for automated detection, tracking, and classification of player actions in futsal matches. Achieved 88% system accuracy with...
My Projects
A collection of my recent work in AI, Computer Vision, and Deep Learning
E2E-Spot - Temporal Event Detection in Sports Videos
End-to-end architecture for precise temporal event detection in futsal videos using RegNet-Yfor ultra-precise action spotting.
Azul OCR - Tifinagh Handwritten Character Recognition
Innovative OCR system using CNN, Tesseract and PaddleOCR for Tifinagh handwritten character recognition, preserving Amazigh cultural heritage.
RoboRangers - Autonomous Vehicle with Deep Reinforcement Learning
Autonomous navigation system using ROS2, Gazebo and Deep Reinforcement Learning (TD3) for intelligent and safe driving in dynamic environments.
Diabetic Retinopathy Detection with EfficientNet
Automatic classification system for diabetic retinopathy using EfficientNetB0 and Deep Learning for early and accurate detection of disease stages.