EVCS
Brief Visual Checkout System for Cashierless Store Details- Built an Unreal Engine simulator of a real cashier-less store to generate datasets.
- Solved the problem of rare availability of public datasets and time-consuming real simulation.
- Used OpenPose to extract the positions of human hands and trained YOLO to identify products.
- Use background subtraction and feature tracking to get uncovered item image for classification.
- Explored problems like illumination changes, occlusion.