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9 hoursfix(cnn_v3/training): fix defaults and help strings across py toolsskal
9 hoursfeat(cnn_v3): upgrade architecture to enc_channels=[8,16]skal
18 hoursfix(cnn_v3/training): rebuild optimizer before loading state on resume past F...skal
29 hoursfeat(cnn_v3/training): load prev.png when available; document web tool prev gapskal
30 hoursfeat(cnn_v3): 3×3 dilated bottleneck + Sobel loss + FiLM warmup + architectu...skal
31 hoursfeat(cnn_v3/training): add --single-sample option + doc fixesskal
32 hoursfeat(cnn_v3): add infer_cnn_v3.py + rewrite cnn_test for v3 parityskal
33 hoursfeat(cnn_v3/tools): embed default weights in HTML tool; add --html export flagskal
41 hoursadd more samples + tool htmlskal
2 daysmove and improve the 'adjust.html' toolskal
3 daysadd a registration toolskal
4 daysfeat(cnn_v3): shadow→dif migration complete (ch18)skal
4 daysadd full datasetskal
4 daysfeat(cnn_v3): add weight assets to assets.txt, update HOW_TO_CNN export docsskal
4 daysdocs(cnn_v3): add uv inline deps to export_cnn_v3_weights.pyskal
4 daysfix sizeskal
4 daysfeat(cnn_v3): patch alignment search, resume, Ctrl-C saveskal
4 daysnormalize sample dimensionskal
4 daysdocs(cnn_v3): add uv inline deps to train_cnn_v3.py + HOW_TO_CNN noteskal
4 daysperf(cnn_v3): cache dataset images at init to avoid per-patch disk I/Oskal
4 daysfix(cnn_v3): correct weight budget in docstring (3.9→5.4 KB f16)skal
4 daysfix(cnn_v3): resize target to albedo dims when sizes differskal
4 daysdocs(cnn_v3): add full Old House example to HOW_TO_CNN §1bskal
4 daysfix(cnn_v3): native OPEN_EXR_MULTILAYER + quiet render + flexible channel namesskal
4 daysfix(blender_export): version detection + Blender 5.x warning + cleanupskal
4 daysfix(cnn_v3): blender_export Blender 5 compositor activation + document Render...skal
4 daysfeat(cnn_v3): blender_export print pack_blender_sample.py batch command after...skal
4 daysfix(cnn_v3): blender_export fallback socket name aliases for Shadow etc.skal
4 daysfix(cnn_v3): blender_export discard dir next to --output, not in /tmpskal
4 daysfix(cnn_v3): blender_export.py Blender 5 File Output node slots + file_nameskal
4 daysdocs(cnn_v3): clarify --output is a base dir, not a frame_### patternskal
4 daysfix(cnn_v3): blender_export.py Blender 5.x API compatibilityskal
4 daysfix(cnn_v3): blender_export --view-layer flag + fallback to layer[0]skal
4 daysfeat(cnn_v3): gen_sample tool + 7 simple training samplesskal
4 daysfeat(cnn_v3): gen_sample tool + 7 simple training samplesskal
4 daysfeat(cnn_v3): gen_sample tool + 7 simple training samplesskal
5 daysrefactor(cnn_v3): code review — comments, simplifications, test fixskal
5 daysfeat(cnn_v3): export script + HOW_TO_CNN.md playbookskal
5 daysfeat(cnn_v3): Phase 6 — training script (train_cnn_v3.py + cnn_v3_utils.py)skal
5 daysfeat(cnn_v3): Phase 5 complete — parity validation passing (36/36 tests)skal
6 daysfeat(cnn_v3): G-buffer phase 1 + training infrastructureskal
2026-03-05add training photosskal
2026-02-27remove old files, add new training setskal
2026-02-15feat(cnn): add CNN v3 directory structure with training dataskal
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