wallen0322
de45ec4d82
Refactor: simplify parameter names for ComfyUI 2.0 and fix color interpolation logic
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- Shorten parameter names: mid_ratio, hi_noise_mid, lo_noise_start, lo_noise_mid, lo_noise_end, motion_boost, color_blend
- Keep clip_vision input names unchanged (they are input slots, not parameters)
- Fix color interpolation: preserve original middle_image for motion enhancement, use interpolated version only for conditioning
- Clean up code: remove redundant Chinese comments, ensure proper formatting
2025-11-28 21:16:53 +08:00
wallen0322
9a36ff0194
Fix indentation error in wan_multi_frame.py
2025-11-28 21:03:06 +08:00
wallen0322
dd7a40890f
Add linear color interpolation for three-frame node to reduce middle frame color mutation
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- Remove strength decay approach (high_noise_mid_image_strength parameter)
- Implement linear color interpolation: blend middle frame with theoretical interpolated color between start and end frames
- Add color_interpolation_strength parameter (default 0.3) to control interpolation intensity
- Applies to both high-noise and low-noise stages to ensure smooth color transitions
2025-11-28 20:59:19 +08:00
wallen0322
aa9491e5fa
Remove MASK_ANALYSIS.md documentation file
2025-11-28 20:38:32 +08:00
wallen0322
d31883f180
Optimize middle frame flickering with reference image strength decay
2025-11-28 20:38:08 +08:00
wallen0322
ac833eda96
Restore high noise middle frame mask direct setting to preserve multi-frame reference effectiveness
2025-11-28 18:45:14 +08:00
wallen0322
1aa87f57e7
Remove all smoothing logic and middle frame mask direct setting: sync logic between first-middle-last and multi-frame nodes
2025-11-28 18:41:05 +08:00
wallen0322
23db50dae6
Apply smoothing logic to high noise middle frame: remove direct mask setting, let smoothing handle it naturally like low noise
2025-11-28 18:32:01 +08:00
wallen0322
76f8d27679
Fix low noise middle frame: remove direct mask setting, let smoothing logic handle it naturally to avoid forced locking
2025-11-28 18:24:13 +08:00
wallen0322
ae65f4a760
Fix middle frame flickering and low noise independence: middle frame mask set to 1 frame, low noise conditioning independently created
2025-11-28 18:12:36 +08:00
wallen0322
c70cccd75d
Fix low noise conditioning independence: ensure low noise stage is fully independent from high noise stage
2025-11-28 17:59:47 +08:00
wallen0322
6c7dae96d2
淇涓夊浘鑺傜偣鏉′欢娉ㄥ叆锛氳繛缁钩婊戝拰杩愬姩澧炲己鑼冨洿
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- 鎵╁睍浣庡櫔骞虫粦鑼冨洿锛氶甯р啋涓棿甯у钩婊戝埌middle_idx锛屼腑闂村抚鈫掓湯甯т粠middle_idx寮€濮嬪钩婊戯紝纭繚杩炵画杩囨浮
- 鎵╁睍楂樺櫔杩愬姩澧炲己鑼冨洿锛氶甯р啋涓棿甯у埌middle_idx锛屼腑闂村抚鈫掓湯甯т粠middle_idx+4寮€濮嬶紝纭繚鏁堟灉杩炵画
- 閬垮厤mask绐佸彉锛氭秷闄や繚鎶ゅ尯鍩熷鑷寸殑闂撮殭锛岀‘淇濇墍鏈夎繃娓″抚閮借骞虫粦/澧炲己瑕嗙洊
2025-11-28 15:54:49 +08:00
wallen0322
ec539acc39
淇澶氬浘鑺傜偣锛氫綆鍣猰ask閫昏緫鍜岄珮鍣繍鍔ㄥ寮鸿寖鍥?
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- 淇浣庡櫔涓棿鍙傝€冨抚mask璁剧疆锛氫娇鐢?1.0 - ref_strength_low锛堜笌楂樺櫔閫昏緫涓€鑷达級
- 淇浣庡櫔骞虫粦閫昏緫涓殑base/target mask鍊艰绠?- 鎵╁睍楂樺櫔杩愬姩澧炲己搴旂敤鑼冨洿锛氫粠 pos2-protect_zone_size 鎵╁睍鍒?pos2
- 淇time_weight绯绘暟锛氫粠 time_smoothing_factor * 1.5 鏀逛负 time_smoothing_factor
- 娣诲姞淇濇姢閫昏緫纭繚涓嶄慨鏀瑰弬鑰冨抚鏈韩鐨刴ask
2025-11-28 15:00:59 +08:00
wallen0322
0f6f5645e7
fix: restore high-noise motion enhancement using current_mask multiplication and add low-noise smoothing from last reference to end frame
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- Fix high-noise motion enhancement: use current_mask * adjusted_gradient instead of direct replacement
- Add separate low-noise smoothing logic from last reference frame to end frame
- This should resolve motion enhancement effectiveness and reduce flickering at the end
2025-11-28 14:41:29 +08:00
wallen0322
48cb66a3a7
fix: improve low-noise mask smoothing logic and high-noise motion enhancement
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- Fix high-noise motion enhancement: directly apply adjusted_gradient instead of multiplying with current_mask
- Simplify low-noise smoothing logic: remove redundant ref_frame_start check
- Ensure low-noise smoothing only affects transition areas, not reference frame positions
- Add debug output for mask distribution analysis
2025-11-28 14:27:42 +08:00
wallen0322
75d5b58edc
feat: add low-noise mask smoothing logic, fix high-noise motion enhancement, reorganize UI parameter order
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- Fix high-noise motion enhancement: use current_mask * adjusted_gradient instead of direct replacement
- Add low-noise mask smoothing logic between reference frames to prevent flickering
- Add mask distribution debug output for troubleshooting
- Reorganize UI parameters: group high-noise, low-noise, motion enhancement, and smoothing parameters
- Add MASK_ANALYSIS.md document explaining mask distribution
2025-11-28 14:09:15 +08:00
wallen0322
19272a9cc6
fix: restore high-noise motion enhancement by directly applying adjusted_gradient instead of multiplying with current_mask, and align first frame logic
2025-11-28 13:42:57 +08:00
wallen0322
cad8419923
fix: align first frame mask logic between high and low noise stages, add start_frame_strength_low parameter and sync mask range calculation
2025-11-28 13:30:43 +08:00
wallen0322
4a6b921a6c
feat: add separate negative_high and negative_low outputs for proper conditioning alignment in high and low noise stages
2025-11-28 13:08:33 +08:00
wallen0322
2b4722439c
fix: align concat_latent_image, add UI params, and improve low-noise mask smoothing to prevent first frame graying
2025-11-28 12:49:06 +08:00
wallen0322
c5e371588e
fix: ensure concat_latent_image alignment and protect reference frame mask positions in wan_multi_frame
2025-11-28 12:30:51 +08:00
wallen0322
9a4f715e8e
feat: apply low-noise mask smoothing and high-noise time gradient optimization to wan_multi_frame node
2025-11-28 12:07:55 +08:00
wallen0322
6190da31e5
feat: add low-noise mask smoothing and high-noise time gradient optimization for wan_first_middle_last
2025-11-28 03:08:04 +08:00
wallen0322
50d7f1e52a
feat: add structural_repulsion_boost parameter for motion enhancement via spatial gradient conditioning
2025-11-28 02:39:58 +08:00
wallen0322
864198dc64
docs: improve README formatting and structure
2025-11-28 00:50:18 +08:00
wallen0322
9498eda160
Update wan_advanced_i2v.py
2025-11-16 03:27:14 +08:00
wallen0322
8a8230881f
Update wan_multi_frame.py fixed
2025-11-16 00:00:54 +08:00
wallen0322
12933a530a
Merge pull request #14 from wallen0322/for-vue
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Upgrade to v3 Custom Node Schema
2025-11-15 01:26:41 +08:00
wallen0322
7083dab35c
Merge branch 'main' into for-vue
2025-11-15 01:26:27 +08:00
wallen0322
bad11a056f
Update wan_4_frame_ultimate.py
2025-11-15 01:19:23 +08:00
wallen0322
3ee43dafeb
Update wan_advanced_i2v.py
2025-11-15 01:19:02 +08:00
wallen0322
fe22987ca6
Update wan_first_middle_last.py
2025-11-15 01:18:35 +08:00
wallen0322
84d5e4b308
Update wan_first_middle_last.py
2025-11-15 01:17:58 +08:00
wallen0322
01924b01eb
Update wan_multi_frame.py
2025-11-15 01:16:42 +08:00
wallen0322
2a59f51153
Update wan_advanced_i2v.py
2025-11-14 23:40:13 +08:00
wallen0322
60c7da93c7
Add files via upload
2025-11-14 23:23:34 +08:00
wallen0322
da00c412a9
Update __init__.py
2025-11-14 23:22:35 +08:00
wallen0322
659b7e3f4e
Update __init__.py
2025-11-14 23:17:43 +08:00
wallen0322
60943e7c36
Update __init__.py
2025-11-14 23:15:39 +08:00
wallen0322
1e56a88aa2
修复在不使用lightx2v的情况下多图参考失效的问题
2025-11-14 22:51:39 +08:00
wallen0322
83861c526a
修复在不使用lightx2v的情况下多图参考失效的问题
2025-11-14 22:51:13 +08:00
wallen0322
b6246ed6fe
Update wan_4_frame_ultimate.py
2025-11-14 22:49:31 +08:00
wallen0322
dc456a412d
修复在不使用lightx2v的情况下多图参考失效的问题
2025-11-14 22:07:44 +08:00
wallen0322
d8fe0613c8
修复在不使用lightx2v的情况下多图参考失效的问题
2025-11-14 22:02:06 +08:00
wallen0322
e9cdcd63e9
修复在不使用lightx2v的情况下多图参考失效的问题
2025-11-14 21:57:12 +08:00
wallen0322
8e046b8f36
Update wan_multi_frame.py
2025-11-12 15:53:26 +08:00
wallen0322
4d5ead4d93
Update README.md
2025-11-12 05:15:08 +08:00
wallen0322
cd48a13dc5
Update README.md
2025-11-12 05:14:09 +08:00
wallen0322
ff7de99cce
Add files via upload
2025-11-12 05:12:04 +08:00
wallen0322
331d518a32
Delete example_workflows/长视频-SVI-shot+三图（Long Video Service with Unlimited 3-Image Continuation.json
2025-11-12 05:08:56 +08:00
wallen0322