
Images & conversion7 min read
Compressing images without visible loss
What a quality setting really controls, what chroma subsampling throws away, which SSIMULACRA 2 scores map to which settings, and why re-encoding hurts.
Compression, resizing, format choice and measuring quality loss.

What a quality setting really controls, what chroma subsampling throws away, which SSIMULACRA 2 scores map to which settings, and why re-encoding hurts.

What removing an AI badge actually involves, when inpainting gives a clean result, and why erasing the visible mark leaves the embedded provenance intact.

Measured compression figures with sources, WebP's 8-bit and 4:2:0 ceilings, AVIF's encode cost and missing progressive rendering, and how to choose per content type.