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https://github.com/wiltodelta/remove-ai-watermarks.git
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Victor Kuznetsov
0c0c6c6b03
Add a lossless alternative to the --max-resolution downscale for large images that OOM on MPS/GPU: regenerate in overlapping, feather-blended tiles at native resolution. - noai/tiling.py: pure plan_tiles (uniform tiles, last flush to edge) + feather_weights (strictly-positive separable taper -> partition-of-unity blend) + run_tiled (per-tile generate callable, decoupled from the pipeline). Unit-tested without the model. - WatermarkRemover.remove_watermark: refactor _generate into _generate_one + a tiled branch that engages only when --tile is set and the long side exceeds tile_size (ControlNet canny is rebuilt per tile). - Thread tile/tile_size/tile_overlap through InvisibleEngine and the invisible/all/batch CLI commands via a shared _tile_options decorator. Verified end-to-end on the real SDXL pipeline (forced 2x2 tiling on a 1024px sample, MPS): non-degenerate output, no gross seam at tile borders. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>