AI researches | AI on Instagram: "Senior AI engineer built a small vision system that counts potatoes on a conveyor belt. No giant dataset. No huge model. Just a clear problem and a smart setup. He used Ultralytics ObjectCounter with a tiny YOLO11 nano model, and since there was no potato dataset, he annotated a single frame using SAM 2 and trained from that. One frame. Still works across the whole video. It’s a good reminder that useful AI in industry usually looks like this. Focused. Lightweig

Introducing Ultralytics Platform: The ultimate end-to-end space to annotate, train, and deploy YOLO models. Deploying a high-performing computer vision model is rarely the core challenge… | Ultralytics

YOLO Algorithm for Object Detection Explained [ Examples]