Variational Autoencoder (also called VAE) is a term in Cinematography, a type of model architecture. Compresses raw pixels/audio into latent tokens and decodes them back, using 32x spatial and 8x temporal downsampling.
Numonic normalises cinematography vocabulary like this so shots, camera moves, and lighting stay searchable and reproducible across AI-generated footage.
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Numonic automatically captures provenance, preserves metadata, and makes every AI-generated asset searchable and reproducible.