Real-Time Library Seat Occupancy
An edge-optimized computer vision system using YOLOv8 and custom spatial heuristic logic to track seat availability and recommend socially-distanced seating.
Live Edge Inference
Processing via ONNX Runtime WebGL
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Spatial Logic Layer
Calculates Intersection over Union (IoU > 0.30) between person and chair bounding boxes. This mathematical verification eliminates false positives caused by passersby or environmental clutter.
Distancing Optimizer
Actively processes detection data to calculate Euclidean distances between available and occupied seats, dynamically highlighting the optimal seat for spatial hygiene.
Client-Side AI
Runs entirely inside the browser using your local device's hardware acceleration. No video feeds are sent to a server, ensuring low latency and complete privacy.