Bounding box annotation on a busy street scene for pedestrian detection. All visible pedestrians identified and boxed individually, including partially occluded and distant figures. This sample demonstrates our approach to dense, high object count scenes where consistency matters more. Every box tight to the subject, no ambiguity. Delivered in COCO JSON format, compatible with standard object detection training pipelines. Every batch is reviewed by our QA lead before delivery