[{"data":1,"prerenderedAt":47},["ShallowReactive",2],{"project-f1-onboard-analyzer":3},{"id":4,"title":5,"body":6,"description":10,"extension":13,"heroImages":14,"highlights":18,"meta":28,"navigation":29,"overview":30,"path":31,"role":32,"seo":33,"stack":34,"stem":42,"tagline":43,"type":44,"year":45,"__hash__":46},"projects\u002Fprojects\u002Ff1-onboard-analyzer.md","F1 Onboard Video Analyzer",{"type":7,"value":8,"toc":9},"minimark",[],{"title":10,"searchDepth":11,"depth":11,"links":12},"",2,[],"md",[15,16,17],"\u002Fresources\u002Fimg\u002Ff1-analyzer\u002Fdashboard.png","\u002Fresources\u002Fimg\u002Ff1-analyzer\u002Fdetection.png","\u002Fresources\u002Fimg\u002Ff1-analyzer\u002Ftimeline.png",[19,22,25],{"title":20,"description":21},"Multi-Modal Analysis","Combined visual, audio, and telemetry analysis achieving 94% accuracy in event detection across diverse racing conditions.",{"title":23,"description":24},"Real-time Processing","Optimized pipeline processing 1080p video at 2x real-time speed using GPU acceleration and efficient frame sampling strategies.",{"title":26,"description":27},"Comprehensive Event Detection","Identifies 15+ event types including yellow\u002Fred flags, pitstops, overtakes, DRS zones, and safety car deployments with precise timestamps.",{},true,"Developed an AI system that automatically analyzes Formula 1 onboard videos to detect and timestamp events like pitstops, flags, overtakes, and incidents using computer vision and deep learning.","\u002Fprojects\u002Ff1-onboard-analyzer","ML Engineer & Data Scientist",{"title":5,"description":10},[35,36,37,38,39,40,41],"Python","TensorFlow","OpenCV","YOLO","FFmpeg","FastAPI","PostgreSQL","projects\u002Ff1-onboard-analyzer","AI-powered analysis of F1 onboard footage to detect and timestamp key racing events.","Personal",2024,"SQ7cyH7rHq6A0m7v6-SqzQwsfZNSXQTYJoTmf9JT7uE",1791377584729]