Pre-processing reshapes video into the exact format a model expects: the right resolution, colour space, and value range. Done wrong, even a great model underperforms; done well, it is an easy, cheap accuracy gain that teams often overlook.
Definition
Preparing raw frames for a model — resizing, cropping, colour-fixing, normalising — so it gets clean, consistent input. Quietly decisive for accuracy.
Pre-processing reshapes video into the exact format a model expects: the right resolution, colour space, and value range. Done wrong, even a great model underperforms; done well, it is an easy, cheap accuracy gain that teams often overlook.
Also known as
preprocessing, data preparation
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
