Real-time YOLO11-based empty shelf detection and analytics with interval inference for cameras and retail dashboards.
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Updated
Jan 21, 2026 - Python
Real-time YOLO11-based empty shelf detection and analytics with interval inference for cameras and retail dashboards.
ShelfSight: retail shelf product detection built at Hackology II. COCO-to-YOLO data prep, YOLO and RT-DETR training, tiled inference with ensembling, COCO-format predictions and local scoring. Public release without the competition data.
A Chrome extension + Node.js backend that detects products on shopping sites (Amazon, Flipkart, Myntra) and shows a real-time sustainability score, eco insights, and greener alternatives — directly inside the page via a beautiful floating glassmorphism panel.
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