Tile Upscaler v3
Restore. Refine. Reveal texture. One click from image to finished PNG.
Upload an image (or many / a folder) and press Start.
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Later passes add small detail while retaining broader shapes.
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Tile overlap (px)
More overlap can improve texture continuity but adds work.
Tile batch size
VOSR by Rongyuan Wu and collaborators: Fast (0.5B one-step), Restore (VOSR 2.0 one-step), Detail (1.4B multi-step). Shared spatial noise and Gaussian tile blending keep overlaps consistent. Generated textures can differ from the original.
VOSR code · Weights and licenses
Hosted interface by Gökay Aydoğan. Please cite the hosted interface and upstream projects when used in academic work.
@software{aydogan2026tileupscalerv3,
author = {Aydoğan, Gökay},
title = {Tile Upscaler v3},
year = {2026},
publisher = {Hugging Face},
url = {https://huggingface.co/spaces/gokaygokay/SD3-Long-Captioner}
}