One-page printable that sizes any detector-plus-tracker-plus-segmenter deployment on Jetson Orin: pick the board, set the camera-count-vs-frame-rate trade, budget the 33 ms frame, and avoid the four edge traps.
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The book · Volume 7 of 7
AI for Video: A Complete Guide to Intelligence in Video Products: From Real-Time Pipelines and Agents to Serving, Cost, Compliance, and Verticals
This worksheet sizes a detector, tracker and segmenter on Jetson Orin: board choice, camera count versus frame rate, the 33 ms frame budget and four edge traps. Volume 7 covers edge deployment in detail: real-time latency budgets, serving with TensorRT and Triton, cost per stream-hour and vertical playbooks. Written by Nikolay Sapunov, CEO at Fora Soft.
Sizing Jetson Orin hardware for a multi-camera vision deployment and unsure how many streams fit?
Send us your models, camera count and frame-rate needs, and we will pick the Orin board and frame budget, with the optimisations that make it fit. 250+ video products shipped since 2005.
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