A bounding box is the simplest way to say where an object is: a rectangle described by its coordinates, tagged with a class and a confidence number. Trackers link boxes across frames; analytics count and measure them.
The book · Volume 6 of 7
AI for Video: A Complete Guide to Intelligence in Video Products: From Models and Inference to Computer Vision, Speech, Search, and Generative Video
Every tracker and analytics rule downstream depends on bounding box accuracy, so jittery or loose boxes break counts and alerts. Volume 6 covers computer vision in detail, detection, tracking, segmentation, pose and OCR, along with deployment topologies, so you can choose models that produce stable bounding boxes on your footage. Written by Nikolay Sapunov, CEO at Fora Soft.
Detections jumping around because bounding boxes aren't stable from frame to frame?
Send us sample footage and we will evaluate your detector and tracker and return model and threshold settings for stable bounding boxes. 250+ video products shipped since 2005.
