Real-time Packaging Verification: Facing severe ID switching, occlusion, and item-tracking chaos at a fast-food station

​Hi everyone, ​We are building a computer vision system designed to audit and verify order packaging in real-time at a fast-food packing station. ​ Project Overview: Using an angled overhead camera stream, the system needs to: ​Detect and track bags and food categories. ​Read the printed label on each bag to extract the order number and ticket details. ​Track items, verify which bag they were placed into, and match the final contents against the printed receipt before the bag leaves the counter. ​ The Bottlenecks We’re Running Into: ​Severe, continuous occlusion: Heavy hand movements and body