Jetson modules pack a GPU into a low-power board so detection, tracking, and segmentation run on-site with low latency and no cloud dependency. They are a common target for deploying video AI in surveillance, retail, and industrial settings.
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
Jetson boards run detection and tracking on site, and picking the module decides how many streams one box can handle. This volume covers Jetson deployment in detail: deployment topologies for edge AI, model artifacts and quantization, and real-time detection, tracking and segmentation pipelines. Written by Nikolay Sapunov, CEO at Fora Soft.
Sizing Jetson hardware for your on-site video AI?
Tell us the models and number of cameras, and we will benchmark Jetson modules and recommend one with streams per box and cost per camera. 250+ video products shipped since 2005.
