FPS measures video smoothness and processing load. Playback runs at 24-60 fps; AI need not match it — sampling a few frames per second often suffices and slashes cost. Choosing the analysis FPS is a key accuracy-versus-cost lever.

Book cover: AI for Video, Volume 6 of the Fora Soft Video Engineering Handbook

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

The analysis FPS is one of the cheapest levers in a video AI budget, since most tasks never need every frame. This volume covers FPS choices in its computer vision section: pre-processing video for ML, frame sampling, detection and tracking at reduced rates, and deployment topologies that set the compute bill. Written by Nikolay Sapunov, CEO at Fora Soft.

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Processing every frame and paying for FPS your AI does not need?

Tell us the task and camera count, and we will find the lowest analysis FPS that keeps accuracy and show the resulting compute savings. 250+ video products shipped since 2005.

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