Computer vision (CV) turns pixels into structured facts: what objects are present, where they are, how they move. In video products it powers surveillance analytics, background effects, sports tracking, retail counting, and more — usually as the first AI layer on the raw frames.
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
Computer vision is usually the first AI layer on raw frames, and its accuracy sets the ceiling for every feature built on top. This volume covers computer vision in detail: detection, tracking, segmentation, pose and OCR, plus the lifecycle of an AI feature and the deployment topologies for edge and cloud. Written by Nikolay Sapunov, CEO at Fora Soft.
Adding computer vision to a video product and unsure what will hold up in the field?
Describe your footage and the facts you need from it, and we will return a computer vision pipeline plan with model choices, hardware and accuracy targets. 250+ video products shipped since 2005.
