Multi-model: cut out the subject, then super-res it
Two tiny models, one pipeline, all on-device. RMBG-1.4
removes the background to isolate the subject; then Swin2SR upscales that clean cutout 2×. It's the
pattern behind "enhance just the product / the person" without a server ever seeing the image.