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7 Commits (9a63ec758ab262040139625a144b3d0c4e696ed9)

Author SHA1 Message Date
Vladimir Mandic e5c494f999 cleanup logger 2026-02-19 11:09:13 +01:00
Vladimir Mandic a3074baf8b unified logger 2026-02-19 09:46:42 +01:00
vladmandic da1cf2f996 refactor image methods 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-02-11 12:29:00 +01:00
CalamitousFelicitousness 76aa949a26 refactor: integrate sharpfin for high-quality image resize 
Vendor sharpfin library (Apache 2.0) and add centralized wrapper
module (images_sharpfin.py) replacing torchvision tensor/PIL
conversion and resize operations throughout the codebase.

- Add modules/sharpfin/ vendored library with MKS2021, Lanczos3,
  Mitchell, Catmull-Rom kernels and optional Triton sparse acceleration
- Add modules/images_sharpfin.py wrapper with to_tensor(), to_pil(),
  pil_to_tensor(), normalize(), resize(), resize_tensor()
- Add resize_quality and resize_linearize_srgb settings
- Add MKS2021 and Lanczos3 upscaler entries
- Replace torchvision.transforms.functional imports across 18 files
- to_pil() auto-detects HWC/BHWC layout, adds .round() before uint8
- Sparse Triton path falls back to dense GPU on compilation failure
- Mixed-axis resize splits into two single-axis scale() calls
- Masks and non-sRGB data always use linearize=False
 2026-02-11 09:57:37 +01:00
vladmandic d7ca4f63a7 update schedulers and lint everything 
Signed-off-by: vladmandic <mandic00@live.com>
 2026-02-04 11:58:02 +01:00
Vladimir Mandic e8b5ea3847 major refactor: remove backend original 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-07-05 13:16:46 -04:00
Vladimir Mandic c4d9338d2e major refactoring of modules 
Signed-off-by: Vladimir Mandic <mandic00@live.com>
 2025-07-03 09:18:38 -04:00