39e79a925b
Add max and min operations to MaskComposite.
...
The and/or/xor operations round both masks to 0 or 1 before combining,
so they discard feathering. There was previously no way to take the
union or intersection of two soft masks without losing intermediate
values. max and min are the standard fuzzy-set equivalents and preserve
them.
Also documents on the operation widget which ops are arithmetic and
which binarize, since the distinction is not visible from the names.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-16 07:08:35 +02:00
1f51e146a8
chore: Update preview nodes ( #14871 )
2026-07-10 19:32:53 -04:00
ca1622ca24
chore: Update nodes categories (CORE-263) ( #14460 )
2026-06-17 08:33:09 +08:00
174208df6b
chore: Update nodes categories ( #14145 )
...
* Move dataset/text nodes to text category
* Rename category utils into utilities
* Rename category api node into partner
* Move categories conditioning, latent, sampling, model_patches, training, etc. under model category
* Dispatch partner nodes in to 3d, audio, image, text, video categories
* Move PreviewAny node to utilities category
2026-05-27 20:43:33 -04:00
d71cc1c8f2
chore: Various QoL updates of nodes display names, descriptions and categories (CORE-190, CORE-191) ( #13830 )
...
* Move detection category under image category
* Add missing categories
* Move detection nodes to detection category
* Move save nodes to image root catefory
* Rename postprocessors
* Move mask category under image
* Move guiders category to parent level at root of sampling category
* Move custom_sampling category to parent level at the root of sampling category
* Modify description of LoRA loaders
* Fix node id SolidMask
* Move VOID Quadmask under image/mask
* Group compositing nodes under image/compositing
* Move load image as mask to image category for consistency with other load image nodes
* Align display name with Load Checkpoint
* Move dataset category under training category
* Rename Number Convert to Conver Number (verb first)
* Rename Canny node
* Revert wanBlockSwap + description
* Add description to RemoveBackground node
* Revert category update of dataset
2026-05-19 00:13:48 -04:00
d4c6c9eff8
fix(FeatherMask): correct negative zero indexing for right/bottom feathering ( #12881 )
2026-05-18 20:22:15 +08:00
300b6c8c91
Revert some breaking changes. ( #13861 )
2026-05-12 17:28:20 -07:00
d3c18c1636
Add support for BiRefNet background remove model (CORE-46) ( #12747 )
2026-05-08 17:59:24 +08:00
15a4494a4e
chore: Update display names and categories (CORE-151) ( #13693 )
...
* Standardize DEPRECATED label in node display name
* Promote category image/video to root level video/
* Update images and masks names and categories
2026-05-04 17:37:25 -07:00
24de8dc01b
Fix SolidMask and MaskComposite device mismatch with --gpu-only ( #13296 )
...
SolidMask had a hardcoded device="cpu" while other nodes (e.g.
EmptyImage) follow intermediate_device(). This causes a RuntimeError
when MaskComposite combines masks from different device sources
under --gpu-only.
- SolidMask: use intermediate_device() instead of hardcoded "cpu"
- MaskComposite: align source device to destination before operating
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-04-28 01:18:19 -07:00
4d172e9ad7
feat: mark 429 widgets as advanced for collapsible UI ( #12197 )
...
* feat: mark 429 widgets as advanced for collapsible UI
Mark widgets as advanced across core, comfy_extras, and comfy_api_nodes
to support the new collapsible advanced inputs section in the frontend.
Changes:
- 267 advanced markers in comfy_extras/
- 162 advanced markers in comfy_api_nodes/
- All files pass python3 -m py_compile verification
Widgets marked advanced (hidden by default):
- Scheduler internals: sigma_max, sigma_min, rho, mu, beta, alpha
- Sampler internals: eta, s_noise, order, rtol, atol, h_init, pcoeff, etc.
- Memory optimization: tile_size, overlap, temporal_size, temporal_overlap
- Pipeline controls: add_noise, start_at_step, end_at_step
- Timing controls: start_percent, end_percent
- Layer selection: stop_at_clip_layer, layers, block_number
- Video encoding: codec, crf, format
- Device/dtype: device, noise_device, dtype, weight_dtype
Widgets kept basic (always visible):
- Core params: strength, steps, cfg, denoise, seed, width, height
- Model selectors: ckpt_name, lora_name, vae_name, sampler_name
- Common controls: upscale_method, crop, batch_size, fps, opacity
Related: frontend PR #11939
Amp-Thread-ID: https://ampcode.com/threads/T-019c1734-6b61-702e-b333-f02c399963fc
* fix: remove advanced=True from DynamicCombo.Input (unsupported)
Amp-Thread-ID: https://ampcode.com/threads/T-019c1734-6b61-702e-b333-f02c399963fc
* fix: address review - un-mark model merge, video, image, and training node widgets as advanced
Per comfyanonymous review:
- Model merge arguments should not be advanced (all 14 model-specific merge classes)
- SaveAnimatedWEBP lossless/quality/method should not be advanced
- SaveWEBM/SaveVideo codec/crf/format should not be advanced
- TrainLoraNode options should not be advanced (7 inputs)
Amp-Thread-ID: https://ampcode.com/threads/T-019c322b-a3a8-71b7-9962-d44573ca6352
* fix: un-mark batch_size and webcam width/height as advanced (should stay basic)
Amp-Thread-ID: https://ampcode.com/threads/T-019c3236-1417-74aa-82a3-bcb365fbe9d1
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-19 19:20:02 -08:00
bbb8864778
add search aliases to all nodes ( #12035 )
...
* feat: Add search_aliases field to node schema
Adds `search_aliases` field to improve node discoverability. Users can define alternative search terms for nodes (e.g., "text concat" → StringConcatenate).
Changes:
- Add `search_aliases: list[str]` to V3 Schema
- Add `SEARCH_ALIASES` support for V1 nodes
- Include field in `/object_info` response
- Add aliases to high-priority core nodes
V1 usage:
```python
class MyNode:
SEARCH_ALIASES = ["alt name", "synonym"]
```
V3 usage:
```python
io.Schema(
node_id="MyNode",
search_aliases=["alt name", "synonym"],
...
)
```
## Related PRs
- Frontend: Comfy-Org/ComfyUI_frontend#XXXX (draft - merge after this)
- Docs: Comfy-Org/docs#XXXX (draft - merge after stable)
* Propagate search_aliases through V3 Schema.get_v1_info to NodeInfoV1
* feat: add SEARCH_ALIASES for core nodes (#12016 )
Add search aliases to 22 core nodes in nodes.py to improve node discoverability:
- Checkpoint/model loaders: CheckpointLoader, DiffusersLoader
- Conditioning nodes: ConditioningAverage, ConditioningSetArea, ConditioningSetMask, ConditioningZeroOut
- Style nodes: StyleModelApply
- Image nodes: LoadImageMask, LoadImageOutput, ImageBatch, ImageInvert, ImagePadForOutpaint
- Latent nodes: LoadLatent, SaveLatent, LatentBlend, LatentComposite, LatentCrop, LatentFlip, LatentFromBatch, LatentUpscale, LatentUpscaleBy, RepeatLatentBatch
* feat: add SEARCH_ALIASES for image, mask, and string nodes (#12017 )
Add search aliases to nodes in comfy_extras for better discoverability:
- nodes_mask.py: mask manipulation nodes
- nodes_images.py: image processing nodes
- nodes_post_processing.py: post-processing effect nodes
- nodes_string.py: string manipulation nodes
- nodes_compositing.py: compositing nodes
- nodes_morphology.py: morphological operation nodes
- nodes_latent.py: latent space nodes
Uses search_aliases parameter in io.Schema() for v3 nodes.
* feat: add SEARCH_ALIASES for audio and video nodes (#12018 )
Add search aliases to audio and video nodes for better discoverability:
- nodes_audio.py: audio loading, saving, and processing nodes
- nodes_video.py: video loading and processing nodes
- nodes_wan.py: WAN model nodes
Uses search_aliases parameter in io.Schema() for v3 nodes.
* feat: add SEARCH_ALIASES for model and misc nodes (#12019 )
Add search aliases to model-related and miscellaneous nodes:
- Model nodes: nodes_model_merging.py, nodes_model_advanced.py, nodes_lora_extract.py
- Sampler nodes: nodes_custom_sampler.py, nodes_align_your_steps.py
- Control nodes: nodes_controlnet.py, nodes_attention_multiply.py, nodes_hooks.py
- Training nodes: nodes_train.py, nodes_dataset.py
- Utility nodes: nodes_logic.py, nodes_canny.py, nodes_differential_diffusion.py
- Architecture-specific: nodes_sd3.py, nodes_pixart.py, nodes_lumina2.py, nodes_kandinsky5.py, nodes_hidream.py, nodes_fresca.py, nodes_hunyuan3d.py
- Media nodes: nodes_load_3d.py, nodes_webcam.py, nodes_preview_any.py, nodes_wanmove.py
Uses search_aliases parameter in io.Schema() for v3 nodes, SEARCH_ALIASES class attribute for legacy nodes.
2026-01-22 18:36:58 -08:00
913f86b727
[V3] convert nodes_mask.py to V3 schema ( #10669 )
...
* convert nodes_mask.py to V3 schema
* set "Preview Mask" as display name for MaskPreview
2025-12-05 20:24:10 -08:00
ce4cb2389c
Make LatentCompositeMasked work with basic video latents. ( #10023 )
2025-09-25 17:20:13 -04:00
6b8062f414
Fix MaskComposite error when destination has 2 dimensions ( #8915 )
...
Fix code that is using the original `destination` input instead of the reshaped value.
2025-07-15 21:08:27 -04:00
34c8eeec06
Fix ImageColorToMask not returning right mask values. ( #8771 )
2025-07-02 15:35:11 -04:00
454a635c1b
upstream MaskPreview from ComfyUI_essentials ( #7719 )
2025-04-22 05:00:28 -04:00
3d2e3a6f29
Fix alpha image issue in more nodes.
2025-04-02 19:32:49 -04:00
548457bac4
Fix alpha channel mismatch on destination in ImageCompositeMasked
2025-03-31 20:59:12 -04:00
0b4584c741
Fix latent composite node not working when source has alpha.
2025-03-30 21:47:05 -04:00
d170292594
Remove some trailing white space.
2024-12-27 18:02:30 -05:00
b2e1744a16
Add a ThresholdMask node.
2024-03-04 00:31:59 -05:00
6781b181ef
Fix potential tensor device issue with ImageCompositeMasked.
2023-12-21 02:35:01 -05:00
b5fa3d28d7
Fix MaskComposite
2023-10-13 13:40:53 -03:00
87097a11c3
Fix FeatherMask
2023-10-13 12:26:54 -03:00
ece69bf28c
Change channel type to MASK (reduced redundancy, increased usability)
2023-10-04 19:04:52 +02:00
1c8ae9dbb2
Allow GrowMask node to work with batches (for AnimateDiff) ( #1623 )
...
* Allow mask batches
This allows LatentCompositeMasked -node to work with AnimateDiff. I tried to keep old functionality too, unsure if it's correct, but both single mask and batch of masks seems to work with this change.
* Update nodes_mask.py
2023-09-28 22:01:19 -04:00
1d36dfb9fe
GrowMask now works with mask batches.
2023-09-26 02:53:57 -04:00
d76d71de3f
GrowMask can now be used with negative numbers to erode it.
2023-09-26 02:45:31 -04:00
d2cec6cdbf
Make mask functions work with batches of masks and images.
2023-09-25 16:19:37 -04:00
046b4fe0ee
Support batches of masks in mask composite nodes.
2023-09-25 16:02:21 -04:00
81d9200e18
Add node to convert a specific colour in an image to a mask.
2023-08-29 17:55:42 -04:00
18e86a4010
add a node to allow growing of masks through dilation
2023-08-16 10:57:14 -04:00
6dc02c7bac
Add a "resize_source" option to Image and Latent CompositeMasked.
2023-08-15 17:51:52 -04:00
8c730dc4a7
Add an ImageCompositeMasked node.
2023-08-12 01:02:36 -04:00
f3ac938b4a
Round the mask values for bitwise operations.
2023-05-28 00:42:53 -04:00
00646b0813
Bitwise operations for masks
2023-05-27 21:48:49 -05:00
51583164ef
Make MaskToImage support masks with a batch size.
2023-05-10 10:03:30 -04:00
476d543fe8
Fix for older python.
...
from: https://github.com/comfyanonymous/ComfyUI/discussions/476
2023-04-15 10:56:15 -04:00
d98a4de9eb
LatentCompositeMasked: negative x, y don't work.
2023-04-14 00:49:19 -04:00
f48f0872e2
Refactor: move nodes_mask_convertion nodes to nodes_mask.
2023-04-14 00:21:01 -04:00
35a2c790b6
Update comfy_extras/nodes_mask.py
...
Co-authored-by: missionfloyd <missionfloyd@users.noreply.github.com>
2023-04-14 00:12:15 -04:00
022a9f271b
Adds masking to Latent Composite, and provides new masking utilities to
...
allow better compositing.
2023-04-06 15:18:20 -04:00
NubeBuster
Alexis Rolland
Alvin Tang
comfyanonymous
Yousef R. Gamaleldin
Gilad Schreiber
Christian Byrne
Alexander Piskun
Brandon Wallace
Terry Jia
comfyanonymous
Jairo Correa
MoonRide303
Jukka Seppänen
Corey
space-nuko
mligaintart