Image content analyzers (variance, edges, chroma sharpness, DCT energy, derived likelihoods) for adaptive codec decisions. Pulls rows on demand from any zenpixels PixelSlice.
Zero-copy MLP runtime: parse a packed binary model (ZNPR v2), run scaler + forward pass, surface typed metadata, run masked argmin for codec-config selection. Core of zenjpeg/zenwebp/zenavif/zenjxl picker selection and zensim V0.4 perceptual distance.
Dress your pixels for the occasion — SIMD-optimized pixel format conversions