Jet Huang 47a1268fe6 feat: Sky Mask, HDR Merge and Cull Score ...

- Sky Mask: colour (blue, overcast, half-weight sunset; warm whites dropped in blue-sky
  photos) x smoothness, open to the top of the frame, guided-filter edge refinement
- HDR Merge: Mertens exposure fusion of a bracketed batch, MTB alignment on a proxy
  (kept only if it improves the match), deghosting against the middle exposure
- Cull Score: per-photo proxy sharpness (faces when found), exposure, closed eyes on the
  largest faces, union-find duplicate groups, scene-relative sharpness, selected batch +
  JSON report
- registers 64 nodes

2026-10-18 20:39:37 +07:00

..

bench_baselines

fix(N-02): size feather kernel by sigma; add CUDA bench baselines

2026-10-17 21:06:40 +07:00

fixtures

feat: Decontaminate Colors, Motion / Zoom Blur, RGB refiner guide, texture dust fill

2026-10-18 16:00:22 +07:00

__init__.py

chore: pre-v0.2 cleanup (EN docs + strip Kornia suffix from display names)

2026-04-18 13:55:54 +07:00

bench_blend_modes.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_color_lab.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_color_matcher.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_detail_masker.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_face_detect.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_face_pipeline.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_facial_aligner.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_frequency.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_lens_distortion.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_luminosity.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_lut_import.py

docs: retire multi-agent workflow, single maintainer ownership

2026-10-17 15:04:08 +07:00

bench_lut_preset.py

feat(batch-16 M1+M2): N-34 Preset Pack LUT + N-35 Skin Tone Tri-Region

2026-04-24 22:33:11 +07:00

bench_mask_alpha_matte.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_mask_combine.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_mask_edge_refine.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_mask_edge_smooth.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_mask_morphology.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_mask_refiner.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_mask_trimap.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_selective_color.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_skin_tone_region.py

feat(batch-16 M1+M2): N-34 Preset Pack LUT + N-35 Skin Tone Tri-Region

2026-04-24 22:33:11 +07:00

bench_smoother.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_tone_curve.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_tone_match.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

bench_unwrap_face.py

feat(batch-13 M1): CI bench guardrail workflow + multi-snapshot baseline framework (report-only v1)

2026-04-24 11:19:47 +07:00

conftest.py

docs: retire multi-agent workflow, single maintainer ownership

2026-10-17 15:04:08 +07:00

R-20260420-bench-S-15.md

feat(batch-5): N-14 parse_cube + apply_lut_3d core math + bench (S-15)

2026-04-20 20:47:19 +07:00

test_auto_align_node.py

feat: add Pyramid Blend, CLAHE, Face Detect Lite and Auto Align nodes (N-36..N-39)

2026-10-17 21:06:40 +07:00

test_auto_align.py

fix(N-39): treat featureless images as no matches before RANSAC

2026-10-17 21:28:54 +07:00

test_auto_tone.py

fix(color): Auto Tone brightens more gently, keeps moody photos

2026-10-18 16:49:49 +07:00

test_blemish.py

feat: Heal / Content-Aware Fill, Auto Blemish and Defringe

2026-10-18 18:38:57 +07:00

test_blend_modes.py

fix: apply Layer Group opacity once; make dissolve scatter whole pixels

2026-10-18 01:00:02 +07:00

test_clahe_node.py

feat: add Pyramid Blend, CLAHE, Face Detect Lite and Auto Align nodes (N-36..N-39)

2026-10-17 21:06:40 +07:00

test_clahe.py

feat: add Pyramid Blend, CLAHE, Face Detect Lite and Auto Align nodes (N-36..N-39)

2026-10-17 21:06:40 +07:00

test_color_lab_preset.py

feat(color): bundled Lightroom sample presets, B&W presets fade in with strength

2026-10-18 15:05:40 +07:00

test_color_lab_v170.py

feat(color): ColorLab local engine and presets, Lightroom preset import

2026-10-18 12:34:46 +07:00

test_color_lab.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_color_matcher_histogram.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_color_matcher_region_node.py

Add region-aware LAB color matcher

2026-05-04 20:05:09 +07:00

test_color_matcher_region.py

Add region-aware LAB color matcher

2026-05-04 20:05:09 +07:00

test_color_matcher.py

feat(n-08): color_matcher core + bench (S-08, batch-3)

2026-04-19 18:46:18 +07:00

test_cull.py

feat: Sky Mask, HDR Merge and Cull Score

2026-10-18 20:39:37 +07:00

test_decontaminate.py

feat: Decontaminate Colors, Motion / Zoom Blur, RGB refiner guide, texture dust fill

2026-10-18 16:00:22 +07:00

test_defringe.py

feat: Heal / Content-Aware Fill, Auto Blemish and Defringe

2026-10-18 18:38:57 +07:00

test_depth_anything_node.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_depth_anything.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_depth_lens_blur_node.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_depth_lens_blur.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_detail_masker.py

feat(n-04): high_freq_detail_mask core + bench (S-04, batch-1)

2026-04-18 21:01:53 +07:00

test_directional_blur.py

feat: Decontaminate Colors, Motion / Zoom Blur, RGB refiner guide, texture dust fill

2026-10-18 16:00:22 +07:00

test_dust_spot_node.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_dust_spot.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_face_detect_lite_node.py

feat: add Pyramid Blend, CLAHE, Face Detect Lite and Auto Align nodes (N-36..N-39)

2026-10-17 21:06:40 +07:00

test_face_detect_lite.py

feat: add Pyramid Blend, CLAHE, Face Detect Lite and Auto Align nodes (N-36..N-39)

2026-10-17 21:06:40 +07:00

test_face_detect.py

fix(N-19, N-10): pass C-contiguous frames to MediaPipe

2026-10-17 23:22:40 +07:00

test_face_landmarks_node.py

fix: skip out-of-frame landmarks in overlay; keep unwrap feather inside the crop

2026-10-18 00:32:18 +07:00

test_face_pipeline.py

fix(N-19, N-10): pass C-contiguous frames to MediaPipe

2026-10-17 23:22:40 +07:00

test_face_warp_tps_node.py

feat(N-42): optional smoothness regularisation for TPS face warp

2026-10-17 23:22:41 +07:00

test_face_warp_tps.py

feat(N-42): optional smoothness regularisation for TPS face warp

2026-10-17 23:22:41 +07:00

test_facial_aligner.py

feat(n-06): facial_aligner core + bench (S-06, batch-1). Mediapipe dep: fallback

2026-04-18 21:11:45 +07:00

test_frequency_node.py

feat(filters): Frequency Recombine node to rebuild low + high layers

2026-10-18 01:00:02 +07:00

test_frequency.py

test: skip the 2048 px float16 frequency case without CUDA

2026-10-18 17:10:05 +07:00

test_guided.py

feat(color): Shadows/Highlights Pro with local Laplacian and Photoshop models

2026-10-18 12:34:31 +07:00

test_hdr_merge.py

feat: Sky Mask, HDR Merge and Cull Score

2026-10-18 20:39:37 +07:00

test_heal.py

feat: Heal / Content-Aware Fill, Auto Blemish and Defringe

2026-10-18 18:38:57 +07:00

test_layer_compositing.py

fix: apply Layer Group opacity once; make dissolve scatter whole pixels

2026-10-18 01:00:02 +07:00

test_lens_distortion.py

chore(pack): ruff format normalization (25 file whitespace-only, post-v0.6.0)

2026-04-20 17:24:43 +07:00

test_local_laplacian.py

feat(color): Shadows/Highlights Pro with local Laplacian and Photoshop models

2026-10-18 12:34:31 +07:00

test_looks_nodes.py

test(batch-8): migrate tests/test_looks_nodes.py to parametrized single-class dropdown — 18+ test

2026-04-21 14:02:10 +07:00

test_lr_preset_library.py

feat(color): ColorLab local engine and presets, Lightroom preset import

2026-10-18 12:34:46 +07:00

test_lr_preset_node.py

feat(color): ColorLab local engine and presets, Lightroom preset import

2026-10-18 12:34:46 +07:00

test_lr_preset.py

feat(color): ColorLab local engine and presets, Lightroom preset import

2026-10-18 12:34:46 +07:00

test_luminosity.py

feat(n-05): luminosity_masks core + bench (S-05, batch-1)

2026-04-18 21:05:18 +07:00

test_lut_preset_node.py

feat(batch-16 M1+M2): N-34 Preset Pack LUT + N-35 Skin Tone Tri-Region

2026-04-24 22:33:11 +07:00

test_lut_preset.py

feat(batch-16 M1+M2): N-34 Preset Pack LUT + N-35 Skin Tone Tri-Region

2026-04-24 22:33:11 +07:00

test_lut.py

feat(batch-5): N-14 parse_cube + apply_lut_3d core math + bench (S-15)

2026-04-20 20:47:19 +07:00

test_mask_alpha_matte_node.py

feat(batch-12.1 M1): N-29 alpha matte GPU acceleration (torch.sparse + Jacobi-precond CG)

2026-04-22 12:25:18 +07:00

test_mask_alpha_matte.py

feat(batch-12.1 M1): N-29 alpha matte GPU acceleration (torch.sparse + Jacobi-precond CG)

2026-04-22 12:25:18 +07:00

test_mask_cleanup_node.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_mask_cleanup.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_mask_combine_node.py

feat(batch-11 M5): add mask combine

2026-04-21 23:07:47 +07:00

test_mask_combine.py

feat(batch-11 M5): add mask combine

2026-04-21 23:07:47 +07:00

test_mask_edge_refine_node.py

feat(batch-11 M1): N-28 edge-aware mask refiner guided filter

2026-04-21 22:56:06 +07:00

test_mask_edge_refine.py

fix: border bias in guided filter and local contrast, OOM in subpixel morphology

2026-10-17 20:05:44 +07:00

test_mask_edge_smooth_node.py

feat(N-33): optional gpu backend for Mask Edge Smoother

2026-10-17 21:06:40 +07:00

test_mask_edge_smooth.py

feat(N-33): optional gpu backend for Mask Edge Smoother

2026-10-17 21:06:40 +07:00

test_mask_morphology_node.py

feat(batch-11 M4): add mask morphology

2026-04-21 23:05:19 +07:00

test_mask_morphology.py

feat(batch-11 M4): add mask morphology

2026-04-21 23:05:19 +07:00

test_mask_preview_node.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_mask_preview.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_mask_refiner_node.py

chore(pack): ruff format normalization (25 file whitespace-only, post-v0.6.0)

2026-04-20 17:24:43 +07:00

test_mask_refiner.py

fix(N-02): size feather kernel by sigma; add CUDA bench baselines

2026-10-17 21:06:40 +07:00

test_mask_trimap_node.py

feat(batch-11 M3): add trimap builder

2026-04-21 23:03:17 +07:00

test_mask_trimap.py

feat(batch-11 M3): add trimap builder

2026-04-21 23:03:17 +07:00

test_palette_node.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_palette.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_pyramid_blend_node.py

feat: add Pyramid Blend, CLAHE, Face Detect Lite and Auto Align nodes (N-36..N-39)

2026-10-17 21:06:40 +07:00

test_pyramid_blend.py

feat: add Pyramid Blend, CLAHE, Face Detect Lite and Auto Align nodes (N-36..N-39)

2026-10-17 21:06:40 +07:00

test_qa_diff_node.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_qa_diff.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_refine_dust_golden.py

test: compare refiner/dust golden images with a float tolerance

2026-10-18 16:04:10 +07:00

test_sam_mask_node.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_sam_mask.py

feat: depth lens blur, SAM one-click mask, palette, dust removal, histogram match

2026-10-18 02:40:57 +07:00

test_selective_color.py

feat(batch-6): N-15 + N-16 selective color core (hue_range_mask + saturation_range_mask + apply_hue_sat_shift)

2026-04-21 00:16:10 +07:00

test_shadows_highlights_node.py

feat(color): Shadows/Highlights Pro with local Laplacian and Photoshop models

2026-10-18 12:34:31 +07:00

test_shadows_highlights_ps.py

feat(color): Shadows/Highlights Pro with local Laplacian and Photoshop models

2026-10-18 12:34:31 +07:00

test_sharpen_node.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_sharpen.py

feat: add Smart Sharpen, Mask Cleanup, Face Warp TPS, Mask Preview and QA Image Diff (N-40..N-44)

2026-10-17 21:33:23 +07:00

test_skin_tone_region_node.py

feat(batch-16 M1+M2): N-34 Preset Pack LUT + N-35 Skin Tone Tri-Region

2026-04-24 22:33:11 +07:00

test_skin_tone_region.py

feat(batch-16 M1+M2): N-34 Preset Pack LUT + N-35 Skin Tone Tri-Region

2026-04-24 22:33:11 +07:00

test_sky_mask.py

feat: Sky Mask, HDR Merge and Cull Score

2026-10-18 20:39:37 +07:00

test_smoother_node.py

chore(pack): ruff format normalization (25 file whitespace-only, post-v0.6.0)

2026-04-20 17:24:43 +07:00

test_smoother.py

fix(N-03): size smoother tiles from the memory budget

2026-10-17 23:59:14 +07:00

test_tone_curve.py

feat(n-09): tone_curve core + bench (S-09, batch-3)

2026-04-19 18:46:41 +07:00

test_tone_match.py

feat(batch-6-smoke): N-17 Tone Match LUT adopts MKL covariance transfer

2026-04-21 09:50:19 +07:00

test_unwrap_face.py

fix: skip out-of-frame landmarks in overlay; keep unwrap feather inside the crop

2026-10-18 00:32:18 +07:00

test_upright.py

feat(color,geometry): Auto Tone & White Balance and Auto Upright cores

2026-10-18 16:00:22 +07:00

test_v180_nodes.py

feat: Decontaminate Colors, Motion / Zoom Blur, RGB refiner guide, texture dust fill

2026-10-18 16:00:22 +07:00

test_v190_nodes.py

feat: Sky Mask, HDR Merge and Cull Score

2026-10-18 20:39:37 +07:00

test_v1100_nodes.py

feat: Sky Mask, HDR Merge and Cull Score

2026-10-18 20:39:37 +07:00