Case Study: Specialvideo achieves real-time, high-accuracy food inspection with Ultralytics YOLO

Specialvideo - Customer Case Study

Specialvideo, a company with over 30 years of experience in computer vision systems, faced the challenge of performing reliable, high-speed quality control for pizza manufacturers. Human inspectors could not keep up with production speeds of one pizza every 600 milliseconds, leading to inconsistencies, waste, and higher operational costs.

By integrating Ultralytics YOLO models, Specialvideo developed an AI food inspection system that uses instance segmentation to detect, count, and verify pizza toppings in real time. The Ultralytics solution boosted detection accuracy to over 95% and cut inspection time to under 250ms per pizza, enabling real-time quality control, minimizing waste, and significantly reducing operational costs for

Specialvideo