02 · Computer Vision

Live Vision Object Counter

Real-time object detection running entirely in your browser — your webcam feed never leaves your device. Point it at a room, count what's in it, live.

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Live counts

COCO-SSD, 90 object classes, updating every frame.

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Total objects detected
Privacy by construction

TensorFlow.js loads the COCO-SSD model into your browser and runs every inference locally on your GPU/CPU via WebGL. No frame, image, or detection result is ever sent to a server — there isn't one. The Python reference implementation in python/counter.py runs the equivalent task offline with YOLOv8n for a single image, if you'd rather run it as a batch script.