🦅 Birds of Play - DBSCAN Motion Detection

🎥 Real-time Motion Detection Demo

Watch DBSCAN clustering in action with live bounding box visualization

Individual Motion Detection

DBSCAN Consolidated Regions

Upload a video of birds to run the complete DBSCAN motion detection pipeline!

📹

Drop your video file here
or click to browse your computer

Full pipeline test completed successfully with DBSCAN implementation!

65 frames processed from test video

All frames had motion regions detected

3 motion objects → 1 consolidated region

244×259 pixels containing 17 objects

74 regions extracted and analyzed

25 high-confidence bird detections

4 bird species clusters identified

80% test accuracy on trained model

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Latest commit: ff85cd8 - DBSCAN clustering implementation