A shelf-mounted monitoring system comprising RGB and depth-sensing cameras and sensors used to monitor product stock levels, maintain compliance with store product planograms and evaluate product merchandising status and quality, for use in retail stores, warehouses, distribution centers and other facilities using shelving to store and display products, boxes and containers