# ComfyUI-1hewNodes This is a custom node collection for ComfyUI that provides a series of practical image processing, mask operations, and utility nodes. ## 📦 Installation Clone the repository into ComfyUI's `custom_nodes` directory: ```bash git clone https://github.com/1hew/ComfyUI-1hewNodes ``` ## 📜 Changelog **v4.2.0** - feat(text): Add `Text Path Extract` — read a value out of the `text` widget (JSON, fenced JSON, a Python literal, relaxed JSON or plain text) with a path such as `[0].content`, `[-1].bbox[0]` or `[*].content`, then emit it as `auto` / `json` / `text` / `csv` text, the raw `value` and a match `count`; the default path `[*]` lists every item, `[*].content` / `[*].bbox` collect whole lists (`json` returns one JSON array), and `.count` / `.length` / `[#]` count inside the path; the `count` port label shows the number in the front end (e.g. `3 count`). - refactor(shared): Move the JSON-like parser used by `Text Custom Extract` into `utils/_json_path.py`, which also hosts the new path query and value formatting helpers. - test: Add regression coverage for the path grammar, the loose parsing fallbacks, the output formats and the shared `Text Custom Extract` parser. - docs: Add bilingual docs for the new node and synchronize the README node lists and changelog. - feat(conversion): Add `Seedream BBox to Mask`, which inverts Seedream `x1 y1 x2 y2` per-mille coordinates (`x = round(px / width * 1000)`) or a layer `bounding_box` back to pixels and rasterizes them into rectangular masks (bboxes only, `` is ignored): `separate` emits one mask per box, `merge` unions them, plus a `count` output; parsing is format-agnostic (tags, `bbox(...)` calls, JSON, bare numbers, full-width punctuation, `图1` / `Image 1` prefixes); the unit is a plain `coord_mode` choice between `normalized` (per-mille 0-1000) and `absolute` (pixels), boxes are always xyxy (right/bottom are edges); a layer `bounding_box` can be pasted as-is, the field is picked by `coord_mode` when both exist and by its own unit when only one does, so each layer yields a single box; pixel values above 1000 in normalized mode raise an explicit error instead of producing a wrong mask. - test: Add regression coverage for the normalized inverse mapping, multi-box batches, point dots, xywh and auto spaces, out-of-range clamping and empty input. **v4.1.0** - feat(conversion): Add `Any to Any`, a wildcard pass-through that forwards any value unchanged through `*` ports, so outputs and inputs with different declared types can be linked without a real conversion. - feat(int): Add `Int Mask Count`, `Int Audio Count`, and `Int Text Count` for dynamic `mask_X` / `audio_X` / wildcard `text_X` ports; emptiness follows `Any Empty Bool`, image/mask batches count per frame, list outputs are flattened before counting, and `Int Image Count` / `Int Video Count` now share the same `utils/_count_ops.py` helpers. - feat(logic): `Multi Switch Select`'s `select` accepts a standalone `a` / `all` (case-insensitive) to route every connected input lazily; `Image Batch Index` keeps its numeric-only grammar. - feat(io): `Load PS` now defaults `preview=true`, and psd_tools INFO chatter from unknown image resources or tagged blocks is suppressed by setting the `psd_tools` logger to WARNING (WARNING/ERROR stay visible). - feat(io): `Save Audio` defaults to `mp3` (320 kbps) for new nodes and unknown legacy values; its in-node player uses a dedicated DOM container so it keeps full width on both the classic canvas and Nodes 2.0, and keeps its last preview when an unrelated execution message arrives. - fix(multi): `Multi String Join`'s `string_1` is now an optional socket-only input, so dynamically appended `string_N` sockets stay below the settings instead of shifting to the top of the node. - refactor(shared): Reuse `utils/_image_ops.py`'s `parse_pad_color` / `pad_to_rgb` in `Multi Image Batch`, `Multi Video Stitch`, and the shared resize helpers instead of node-local copies. - test: Add regression coverage for `Any to Any`, the three new count nodes, `Multi Switch Select` select-all, and `Save Audio`'s mp3 fallback. - docs: Add bilingual docs for the four new nodes, update the `Load PS` / `Save Audio` / `Multi Switch Select` / `Multi String Join` and count-node docs, and synchronize the README node lists and changelog. **v4.0.0** - **Major I/O upgrade**: unify text reading/writing with metadata-aware `Load Text` / `Save Text`, add `Save Audio`, make `Save Video` container-safe, and switch `Load PS` to on-demand cached layer previews. - **Logic and shared foundation**: `Multi Switch Select` shares `Image Batch Index`'s range grammar and supports multi-selection; duplicated image/video/text/file helpers are centralized in `utils/_*.py`, covered by the expanded consistency checker and regression suite. - **Compatibility**: all node IDs stay `1hew_*`; `Save Text` uses the optional STRING `text` port (formerly `any`) and `Load Text` drops `encode`, with the front end migrating old widget values automatically; `Save Audio` requires PyAV. - **Docs**: bilingual node docs and README are synchronized; release notes before v4.0.0 are archived below.

3.x releases

**v3.31.0** - fix(io): `Save Video` now names WebM/VP8 and other sources after their own container (`.webm` / `.mp4` / `.mkv`, Matroska when the codecs do not fit) instead of forcing MP4, which failed with `'mp4' format does not support 'vp8' codec`; metadata remux and silent-audio remux also work on current PyAV builds - feat(io): Add `Save Audio` — save AUDIO to FLAC / WAV / MP3 / Opus with output/temp routing, auto-increment or fixed filenames, optional metadata, batch splitting, and empty-input pass-through (nothing is written when no audio is connected); the node embeds an audio player that previews the saved file, matching the native `Save Audio (Advanced)` preview - feat(io): `Save Text` now supports `txt` / `csv` / `md` / `json`, always writes UTF-8, can append workflow/prompt metadata, and clears its in-node preview when the input is empty; the input port is now the optional STRING `text` (formerly `any`) - feat(io): `Load Text` adds file upload, live in-node preview, automatic encoding detection, and strips the metadata block written by `Save Text`; the `encode` input is removed and the front end migrates old workflows - feat(io): `Load PS` previews are now loaded on demand — new `/1hew/view_ps_info` and `/1hew/view_ps_layer` endpoints list layers and render individual PNG previews with an LRU cache, merged previews reuse the embedded composite, and `all_layers` uses the native batch preview on classic or a single-layer viewer on Nodes 2.0; the node frame follows the image aspect ratio - feat(logic): `Multi Switch Select` accepts the same 1-based range/list syntax as `Image Batch Index` (`1,3`, `1-3`, `[1,3]`, `:step`, negatives) and routes multiple inputs; both nodes share the new `utils/_index_range.py` parser - refactor(utils): Move duplicated image/video/text/file helpers into `utils/_*.py`, and enforce one-node-per-file plus no cross-category node imports in `scripts/check_node_consistency.py` **v3.30.1** - refactor(logic): Move `Image Minimum Area`'s `divisible_by` input after `fit` / `pad_color` so the widget order matches `Image Resize Universal`; existing workflows should recheck that node's parameters - fix(detect): Align `Detect Remove SolidBG UnMult`'s gamut-safe unpremultiply with the `UnMult (Auto Background)` 2026-10-15 fix — negative channels are clipped and positive overflow is jointly scaled, so one bad channel no longer reverts the whole pixel to the observed RGB - fix(color): `Image Color Restore`'s hole filling now bails out when every border pixel is foreground (e.g. a 1–2px transparent fringe) instead of turning the whole image into foreground **v3.30.0** - feat(multi): Add `Multi Video Stitch` — stitch dynamic `video_X` inputs end-to-end with `crop` / `pad` / `stretch` size unification, an optional `get_video_size` reference video, and configurable `pad_color` / `fps` (`video_1` reuses the first segment; a number or `auto` also works); the dynamic-port table now pins `get_video_size` below every `video_X` port - feat(text): Add `String Resolution Seedance 2.5 Multimodal Video` — infer the nearest Seedance 2.5 video resolution tier (`480p` / `720p` / `1080p` / `2k` / `4k`) from the input video by pixel area, or pass through the selected label when no video is connected - feat(detect): Add `Detect Remove SolidBG UnMult` — estimate a flat background from the image border, unmultiply to alpha, then optionally clean low alpha with `threshold` and composite onto `background_color` (or `sm` smart background); outputs a foreground image plus alpha mask - refactor(image_resize): Make `Image Resize Area`'s `divisible_by` / `fit` behave like `Image Resize Universal` — align both output sides to the multiple in every branch (no more failure when the range contains no multiple) and rename the `int` output to `resolution` - fix(io): `Save Video by Image` now raises a clear error when audio preparation or encoding fails instead of silently dropping the audio track, and removes placeholder or partial output files when a save fails **v3.29.2** - fix(image): Refine `Image Alpha Split` `sm` smart-background selection to fully replicate the stroke-aware refiner scoring and selection strategy (using the required `#808080` gray candidate), including OKLab/luminance contrast, alpha boundaries, grouped sampling, low-tail scoring, and the gray margin rule; grayscale+alpha inputs are supported as well **v3.29.1** - feat(image): Add `sm` smart-background mode to `Image Alpha Split` `background_color`; for each alpha image it selects black, white, or `#808080` to improve subject and translucent-edge visibility **v3.29.0** - feat(image_resize): Add `Image Resize Area`, an aspect-preserving area normalizer: clamp and align `sqrt(width × height)` to configurable bounds, synchronize optional masks, provide Image Resize Universal-compatible `fit` / `pad_color` handling, and lazily use an optional `upscale_model` only for undersized inputs - fix(image): Make `Image Alpha Join` return an empty output whenever the `image` input is empty (unconnected or a zero-length batch) instead of a transparent canvas, and treat a zero-length `mask` batch as no mask - fix(image): Make `Image Alpha Split` return empty `image` / `mask` outputs when the `image` input is empty (unconnected or a zero-length batch) - docs: Add bilingual `Image Resize Area` documentation and synchronize the README node list **v3.28.2** - chore(tooling): Extend `scripts/check_node_consistency.py` to fail on any quoted `1hew_*` literal in `web/**/*.js` that is not a current node_id, so a renamed or removed node cannot leave a stale front-end reference **v3.28.1** - chore(tooling): Extend `scripts/check_node_consistency.py` to validate the `web/js/dynamic_port.js` port table against the node schemas — stale node_ids, duplicate keys, `base` / `addType` / `select` / `outputBase` / `outputType` mismatches, and invalid `initial` / `max` now fail **v3.28.0** - feat(text): Add model-specific `String Resolution` selectors — `String Resolution GPT Image 2.0` (`1k` / `2k` / `4k`), `String Resolution Gemini 3.1 Flash Image` (`0.5k` / `1k` / `2k` / `4k`), `String Resolution Jimeng` (`1k` / `2k` / `4k`), `String Resolution Doubao Seedream 5.0 Pro` (`1k` / `1.5k` / `2k`) and `String Resolution Qwen Image 3.0 Pro` (`1k` / `2k`) — replacing the generic `String Resolution` node; switch existing workflows to the matching model node - feat(text): Add `String Ratio Doubao Seedream 5.0 Pro` (8 ratios) and `String Ratio Qwen Image 3.0 Pro` (15 ratios) to infer the nearest supported aspect ratio from input images - refactor(image_resize): Reorder `Image Resize Doubao Seedream 5.0 Pro` presets widest → square → tallest to match the API node's `aspect_ratio` option order - docs: Add bilingual docs for the 7 new text nodes, remove the generic `String Resolution` docs, and document the per-node/per-model Jimeng resolution tiers for `String Resolution Jimeng` / `Image Resize Jimeng` in the node docs - refactor(naming): Unify model node display names to the spaced form (`Image Resize Gemini 3.1 Flash Image`, `String Ratio GPT Image 2.0`, `Text Encode Qwen Image Edit`, …); `node_id`s are unchanged, so existing workflows keep working - feat(image): Give `Image Align Change Mask` an optional `mask` input — alignment, color compensation, and noise fitting then use only the redrawn region's background, and only change islands overlapping that region are kept, whole (the mask is used exactly as drawn) - chore(tooling): Add `scripts/check_node_consistency.py` and document the naming rule in `nodes/__init__.py`; `nodes/**/*.py` is the single source of truth, and the checker fails on duplicate node_id/display_name, missing or orphan `web/docs` entries, README node-list drift, and a `pyproject.toml` / changelog version mismatch **v3.27.0** - feat(logic): Add `Image Area Compare` to compare the pixel area (width × height) of two IMAGE inputs with a selected operator and output a boolean - fix(image_resize): Remove the duplicate `Image Resize Qwen Image 3.0` node, which was identical to `Image Resize Qwen Image 3.0 Pro`; switch existing workflows to the Pro node - refactor(image): Rework `Image Alpha Edge` so edge/feather modify the alpha channel only and never blur or recolour the subject's RGB; only newly visible pixels receive an alpha-aware colour extension instead of the old solid-region RGB bleed - docs: Add bilingual docs for `Image Area Compare`, update the `Image Alpha Edge` docs, and sync the node list **v3.26.0** - feat(image): Add `Image Alpha Edge` to shrink/expand an alpha image's edge and feather it, with built-in RGB bleed for cleaning matte fringe (hole filling stays in the mask nodes) - feat(image_resize): Add `Image Resize Doubao Seedream 5.0 Pro` with exact official 1k/1.5k/2k presets, plus `Image Resize Qwen Image 3.0` and `Image Resize Qwen Image 3.0 Pro` with 1k/2k presets and dynamic sizing - refactor(image_resize): Rebuild `Image Resize GPT Image 2.0` `1k`/`2k` presets as exact multiples of 16 and make the `4k` tier exactly proportional within the official limits and the `3840` longest-edge cap - refactor(color): Rename `Image Color Restore` outputs to `image` / `unchanged_mask` and default `unchanged_threshold` to 0 (auto) - docs: Add bilingual docs for the new image and resize nodes, and sync the node list **v3.25.0** - feat(color): Add `Image Color Restore` to restore an aligned AI edit's colors to the reference while smoothing removal/occlusion seams - feat(mask): Add `Mask Levels` for grayscale levels (black/white point) adjustment with inversion and binary fallback - refactor(image): Adjust `Image Align Change Mask` `expand`/`feather` defaults to 16/8 - docs: Add bilingual docs for the two new nodes and sync the node list **v3.24.0** - feat(image_resize): Unify `auto` (tier by input area → closest aspect within tier) across GPT Image 2.0 / Gemini30Pro / Gemini31Flash / Jimeng resize nodes - feat(image_resize): Jimeng `auto` excludes `[2.0_pro]` presets - docs: Sync bilingual docs and node list for the four resize nodes **v3.23.1** - fix(io): Make `Load Video` and `Load Video to Image` resolve absolute paths and paths relative to the ComfyUI input directory, including directory scans and cache invalidation - fix(io): Preserve alpha-capable MOV/video streams when loading and saving, including ProRes 4444 output for processed transparent MOV files - fix(io): Keep source video streams when `Save Video` receives a `source_path`, avoiding unnecessary re-encoding that can drop transparency **v3.23.0** - feat(int): Add `Int Video Count` to count connected videos from dynamic `video_X` inputs - docs: Add bilingual documentation for `Int Video Count` and synchronize the node list - feat(conversion): Add `Video to URL` to upload ComfyUI VIDEO objects to a public URL with content-based caching - feat(conversion): Make `Image to URL`'s image input optional, returning an empty string when unconnected **v3.22.0** - feat(conversion): Add `Video to Image` for extracting image, audio, FPS, and frame-count outputs from ComfyUI VIDEO objects **v3.21.2** - feat(image_resize): Update `Image Resize GPT Image 2.0` with 1:3–3:1 aspect-ratio presets and revised 1k/2k/4k resolutions aligned with GPT Image 2 size limits **v3.21.1** - feat(image_crop): `Image Edge Crop/Pad` now supports RGBA (transparent) input — pad defaults to transparency, crop preserves alpha; supports `transparent` keyword and 4-component color strings (e.g. `255,0,0,128`) **v3.21.0** - feat(logic): Add `Text Compare` for string equality, containment, prefix/suffix, and regex boolean matching - feat(text): Expand `String Ratio Gpt20Image` and `String Ratio Gemini31FlashImage` supported ratio sets to match the latest selector presets - refactor(image_resize): Align `Image Resize Gemini30ProImage` and `Image Resize Gemini31FlashImage` preset families with the updated ratio ordering **v3.20.0** - feat(image): Add a simplified `Image BW Matte` that fixes the pipeline to `auto + soft` and keeps only `gamma`, inward edge shrink, and blur controls - feat(mask): Add `Mask Stroke` for outer stroke mask with percentage width and union output **v3.19.1** - feat(conversion): Add `Image to Mask` for optional image luminance-to-mask conversion with a 64x64 black fallback - refactor(conversion): Move `Mask to Image` from mask operations into the conversion group **v3.18.1** - fix(image_resize): Correct `Image Resize Gemini31FlashImage` `[1k] 4:1` preset to `2064x512` **v3.18.0** - feat(logic): Add `Int Number Compare` and `Float Number Compare` for boolean results from two numeric inputs and a selected comparison operator **v3.17.1** - feat(image_blend): Add `edge`/`e` edge-average color and `extend`/`ex` edge-extension filling to `Image Mask Blend.background_color` **v3.17.0** - feat(image_crop): Add `Image Pad By BBox Mask` for restoring a local image into a full mask canvas by bbox and filling uncovered areas with a configurable color strategy **v3.16.0** - feat(image_resize): Add `Image Resize GPT Image 2.0`, a GPT Image 2.0 size adapter with Gemini-style auto preset matching, dynamic aspect-preserving tiers, and 1k/2k/4k fixed presets **v3.15.1** - refactor(io): Add `psd` scanning, list-form `filename` / `file_path` outputs, and `filename_suffix` control to `Get File Count`; align `Load Image.filename` and `Load PS.layer_name` to string-list outputs - refactor(logic): Add automatic typed output for simple numeric and boolean values in `text_match_value` **v3.15.0** - feat(io): Add `Load PS` for loading a single PSD/PSB as one indexed layer, all layer batches, or the merged document image, with drag-and-drop upload and node preview - refactor(batch): Reshape batch sampling nodes by adding `step` and `num_frame=0` support to `Image Batch Range` / `Mask Batch Range`, and replacing `Image Batch Extract` with `Image Batch Index` and `Image Batch Uniform` - refactor(text): Enhance `List Custom Int` and `List Custom Float` with more flexible multiline value/range/stride parsing **v3.14.0** - feat: Add utility nodes for batch image lists, image counting, list interleaving, and mask bounding boxes - fix: Improve `Image Mask Crop` channel output and alpha handling **v3.13.0** - feat(text): Add `String Ratio Gpt20Image` with the GPT 2.0 image ratio set (`3:2`, `1:1`, `2:3`, `5:4`, `4:5`, `16:9`, `9:16`, `21:9`, `3:4`, `4:3`) **v3.12.0** - feat(text): Rename `String Image Ratio Gemini31FlashImage` to `String Ratio Gemini31FlashImage`, rename `String Image Resolution` to `String Resolution`, and align related file/node/doc names **v3.11.0** - feat(image): Add `Image Batch Interleave` for contiguous segment splitting followed by column-first interleaved batch reordering **v3.10.0** - feat(image): Add `Image Alpha Join` **v3.9.0** - feat(image): Add `Image Alpha Split` for extracting alpha masks while flattening transparent images onto configurable solid backgrounds **v3.8.0** - feat(conversion): Add `Image to URL` with `auto`, `kefan`, and `data` URL output modes **v3.7.2** - build(repo): rewrite legacy `fonts/*.otf` history into Git LFS to reduce clone size; no node behavior change **v3.7.1** - feat(image_resize): Add `Image Resize Square` with square presets for 256/512/1024/2048/4096, plus `auto` and `auto (0.5k | 1k)` matching **v3.6.0** - feat(mask): Add `Mask to Image` with configurable black/white area colors, `fill_hole`, and optional RGBA output **v3.5.2** - refactor(io): Adjust `Save Text` naming settings and filename generation logic **v3.5.1** - refactor(io): Optimize video load/save compatibility and keep `Save Image` preview available when `save_output` is disabled **v3.5.0** - feat(io): Add `Load Text` and `Save Text` nodes **v3.4.0** - feat(nodes): Add `Image Resize Gemini30ProImage`, `Image Resize Gemini31FlashImage`, `Detect Remove BG`, `Detect Remove BG Refine`, and `text_match_rownum`; reorganize resize-related capabilities into the dedicated `image_resize` group, and sync related docs plus README node list updates. **v3.3.0** - feat(conversion): Add `Mask to SAM3 Box` and `Text to Any` nodes **v3.2.6** - refactor(condition): Optimize `Text Encode QwenImageEdit` node **v3.2.3** - refactor(io): Optimize IO group **v3.2.1** - feat(io): Add video loading progress bar **v3.2.0** - refactor(io): Refactor IO group **v3.1.0** - feat(io): Add `Save Video by Image` node for turning IMAGE batches into video files - refactor(color): Enhance `Match Brightness Contrast` sequence consistency options **v3.0.8** - refactor(image_crop): Optimize `Image Crop With BBox Mask` node - refactor(color): Optimize `Match Brightness Contrast` node **v3.0.7** - feat(color): Add `Match Brightness Contrast` node **v3.0.6** - feat(mask): Add `Mask Repeat` node, supporting batch mask repetition and inversion - feat(io): Add `Get File Count`, `Load Image From Folder`, and `Load Video From Folder` nodes to optimize file loading logic and stability **v3.0.5** - feat(image_tile): Merged `Image Tile Split` and `Image Tile Split Preset` nodes into a unified `Image Tile Split` node **v3.0.2** - feat(text): Add `String Filter` node - feat(text): Add `String Join Multi` node - feat(conversion): Add `Text List to String` node **v3.0.1** - feat(image): Add `Image PingPong` node for bidirectional batch frame generation with pre-reverse, link-frame removal, and frame truncation - feat(audio): Add `Audio Duration` node to get audio length (seconds) **v3.0.0** - build: bump version to 3.0.0

2.x releases

**v2.0.5** - feat(multi): Added `Multi String Join`, `Multi Image Batch`, `Multi Mask Batch`, `Multi Image Stitch` - feat(image): Added `Image Three Stitch` node - feat(condition): Added `Text Encode QwenImageEdit Keep Size` node **v2.0.3** - feat(image_blend): Added `output_mask_invert` parameter to `Image Mask Blend` for output-only mask inversion **v2.0.0** - breaking: Major update. Existing workflows built with previous nodes require reconfiguration after upgrading to function correctly. Please review nodes and parameters carefully.

1.x releases

**v1.2.46** - feat(detection): Added `DetectGuideLine` node **v1.2.45** - feat(detection): Added `DetectYolo` node for YOLO model object detection **v1.2.44** - feat(util): Added `Workflow Name` node **v1.2.43** - feat(logic): Added `Video Cut Group` node **v1.2.42** - feat(logic): Added `Image Batch Extract` node for extracting specific images from batches with multiple modes including custom indices, step intervals, and uniform distribution **v1.2.40** - feat(text): Added `IntWan` node for generating 4n+1 arithmetic progression sequences with configurable step control and range validation - refactor(logic): Enhanced `Image Batch Split` and `Mask Batch Split` nodes with improved boundary condition handling and comprehensive error recovery

v1.2.39

- feat(logic): Added `Image Batch Group` node for intelligent image batch splitting with overlap support and flexible padding strategies

v1.2.38

- refactor(image): Enhanced `ImageResizeUniversal` node with comprehensive mask processing logic

v1.2.37

- feat(image): Enhanced `Image Solid` node with advanced color parameter - feat(image): Added the `ImageGridSplit` node for splitting images into grid layouts with flexible output options

v1.2.36

- feat(conversion): Enhanced `URL to Video` node

v1.2.35

- feat(image): Added `Image Resize Qwen Image` node for Qwen vision model optimized image resizing with 7 preset resolutions and automatic aspect ratio selection

v1.2.32

- feat(image): Added `Image Solid Flux Kontext` node for generating solid color images with Flux Kontext dimension presets - feat(image): Added `Image Solid Qwen Image` node for generating solid color images with QwenImage dimension presets

v1.2.31

- fix: Fixed various bugs and improved stability

v1.2.28

- feat(mask): Added `Mask Paste by BBox Mask` node for simplified mask pasting with automatic base mask creation and bounding box detection - feat(image_tile): Added `Image Tile Split Preset` node with predefined resolution presets and intelligent tile size selection - feat(image): Added `Image Rotate with Mask` node for advanced image rotation with mask support and multiple fill modes - feat(text): Enhanced `Text Load Local` node with `user_prompt` parameter for combining JSON content with additional user prompts

v1.2.26

- feat(image_crop): Enhanced `Image Crop with BBox Mask` node with precise dimension control, added `crop_to_side` and `crop_to_length` parameters

v1.2.25

- feat(image_crop): Added `apply_paste_mask` parameter to `Image Paste by BBox Mask` node for controlling smart scaling behavior

v1.2.24

- feat(image_crop): Added `opacity` parameter to `Image Paste by BBox Mask` node for controlling paste image transparency - feat(image): Enhanced `Image Stroke by Mask` node with batch processing support for handling multiple images and masks

v1.2.23

- fix(image): Enhanced `Image Stroke by Mask` node color parsing logic, supporting RGB string formats and improved default fallback to white color - fix(image): Enhanced `Image Paste by BBox Mask` node rotation parameter

v1.2.21

- feat(text): Added `Text Filter Comment` node for filtering single-line comments (starting with #) and multi-line comments (wrapped in triple quotes), preserving non-comment blank lines - feat(text): Added `Text Join by Text List` node for merging any type of list into a string with support for prefix, suffix, and custom separators - refactor(text): Refactored `Text Format` node to `Text Prefix Suffix`, optimizing wildcard input processing and formatting functionality

v1.2.18

- feat(sample): Added `Step Split` node for high-low frequency sampling step separation with support for percentage and integer input modes

v1.2.17

- feat(image_crop): Optimized `Image Crop with BBox Mask` node

v1.2.15

- feat(text): Added `Text Join Multi` node for concatenating multiple text inputs with dynamic variable referencing - feat(image_crop): Added `Image Edge Crop Pad` node with smart edge cropping and padding capabilities, featuring mask output functionality - feat(image_blend): Enhanced `Image Luma Matte` node with feathering and alpha output features, supporting multiple color formats and edge processing

v1.2.13

- feat(text): Added `Text Load Local` node for loading JSON format prompt files from prompt directory with bilingual Chinese and English output

v1.2.12

- feat(text): Added `Text Format` node for flexible text formatting with wildcard input support

v1.2.9

- feat(image_crop): Refactored `Image Crop with BBox Mask` node

v1.2.8

- feat(image): Added `Image Resize Flux Kontext` node with support for automatic and manual size selection for images and masks - feat(image): Enhanced `Image Edit Stitch` node with improved stitching algorithms and parameter handling

v1.2.7

- feat(text): Added `List Custom Seed` node for creating unique random seed lists with control after generate functionality

v1.2.6

- feat(image_hlfreq): Added high-low frequency separation node group, including `Image HLFreq Separate`, `Image HLFreq Combine`, and `Image HLFreq Transform` nodes with support for RGB, HSV, and IGBI frequency separation methods

v1.2.5

- feat(mask): Added the `Mask Fill Hole` node, which fills holes in enclosed areas of masks with support for batch processing.

v1.2.3

- fix(image_blend): Fixed the issue of inconsistency between devices for the `Image Blend Modes by Alpha` node.

v1.2.2

- feat(image): Added the `Image BBox Overlay by Mask` node, which overlays the image bounding box based on a mask.

v1.2.1

- refactor(image/crop): Renamed node classes and updated related documentation - feat(image_crop): Enhanced the functionality and output options of the `ImageCropByMaskAlpha` node

v1.2.0

- feat: Added `conversion`, and restructured image mixing and masking processing

v1.1.6

- feat(ImageEditStitch): Add a “spacing” parameter to control the distance between stitched images

v1.1.5

- feat: Added text processing and logic nodes, optimized existing node functions - refactor(util): Refactored utility nodes, renamed nodes `RangeMapping` and `PathBuild` - feat(logic): Added `ImageListAppend` node for image list merging - feat(text): Added `TextCustomList` and `TextCustomExtract` text processing nodes - style: Cleaned up node parameter labels to maintain simplicity and consistency

v1.1.2

- feat(image_tile): Improved the `Image Tile Merge` algorithm, using weight masks and cosine gradients to achieve perfect seamless stitching

v1.1.1

- feat (image_crop): Added intelligent batch processing for `Image BBox Paste`

v1.1.0

- build: Add new tile nodes - feat: Update node functionality - docs: Add bilingual documentation, improve node descriptions

v1.0.5

- Add Path Select

v1.0.4

- Fix Image Cropped Paste error, add batch processing feature.

## 📋 Node List ### 🖼️ Image Processing Nodes | Node Name | Description | |-----------|--------------| | Image Solid | Generate solid color images with enhanced color parameter supporting multiple input formats and dimension presets | | Image Alpha Join | Combine optional `image` and `mask` into a 4-channel image; an empty `image` yields an empty output, and a missing `mask` falls back to full alpha | | Image Alpha Split | Extract alpha as `mask` while flattening RGBA or alpha images onto a configurable solid background; an empty `image` yields empty outputs | | Image Rotate with Mask | Advanced image rotation with mask integration, multiple fill modes, and mask center rotation options | | Image Edit Stitch | Image stitching and merging with multiple stitching modes | | Image Main Stitch | Main-image stitcher supporting dynamic `image_2..image_N`, direction, size matching, spacing, and padding | | Image Add Label | Add text labels to images with automatic alpha preservation for RGBA inputs | | Image Plot | Image plotting and visualization tools with automatic RGBA preservation for alpha inputs | | Image Stroke by Mask | Apply stroke effects to mask regions with customizable width and color | | Image BBox Overlay by Mask | Mask-based image bounding box overlay with independent and merge modes | | Image Alpha Clean | Clean image alpha edge noise with simple strength presets and optional detection-only output | | Image Alpha Edge | Shrink or expand an alpha image's edge and feather it, with built-in RGB bleed to remove matte fringe; hole filling is left to the mask nodes | | Image BW Matte | Generate a cutout-friendly `mask` with a fixed `auto + soft` pipeline, plus `gamma`, inward shrink, and blur controls | | Image Align Change Mask | Align an AI-edited image to its original and extract clean/raw change masks, a change score, and an overlay while rejecting small global color drift | | Image Blur | Whole-image Gaussian blur with fractional radius, per-frame batch processing, and pass-through when blur is 0 | ### 📐 Image Resize Nodes | Node Name | Description | |-----------|-------------| | Image Resize Flux Kontext | Resize images/masks to Flux Kontext preset sizes with auto/manual target selection | | Image Resize Qwen Image | Qwen-oriented image resizing with preset resolutions and auto matching | | Image Resize Universal | Universal image resizing with ratio inference, fit strategies, and synchronized mask output | | Image Resize Jimeng | Resize for Jimeng-oriented presets with area-tiered auto matching and 1k/2k/4k fixed presets | | Image Resize Gemini 3.0 Pro Image | Gemini 3.0 Pro preset size adapter with area-tiered auto matching and synchronized image/mask transforms | | Image Resize Gemini 3.1 Flash Image | Gemini 3.1 Flash preset size adapter with area-tiered auto matching across 0.5k/1k/2k/4k tiers and extreme aspect ratios | | Image Resize GPT Image 2.0 | GPT Image 2.0 size adapter with area-tiered auto preset matching, dynamic aspect-preserving tiers, and 1k/2k/4k fixed presets | | Image Resize Doubao Seedream 5.0 Pro | Doubao Seedream 5.0 Pro size adapter with official 1k/1.5k/2k presets, tiered auto matching, dynamic sizing, and synchronized image/mask transforms | | Image Resize Qwen Image 3.0 Pro | Qwen Image 3.0 Pro size adapter with 1k/2k presets, tiered auto matching, dynamic sizing, and synchronized image/mask transforms | | Image Resize Square | General square size adapter with 256/512/1024/2048/4096 plus `auto` and `auto (0.5k \| 1k)` | | Image Resize Area | Area-based automatic resize that keeps the source aspect ratio: `N = sqrt(area)` is clamped to min/max and aligned to a multiple, and the output is scaled to area `N^2` with both sides rounded to that multiple; reuses Image Resize Universal's `fit` / `pad_color` / mask behaviour and supports an optional lazy `upscale_model` | ### 🌈 Color Nodes | Node Name | Description | |-----------|-------------| | Match Brightness Contrast | Adjusts the brightness and contrast of the source image to match the reference image | | Image Color Match | Transfer the color of a reference image onto a source image with wavelet/adain (native) or mkl/hm/reinhard/mvgd plus hybrids (color-matcher), supporting batch cycling | | Image Color Restore | Restore an aligned AI edit's colors to its original reference with local occlusion-seam smoothing; outputs the corrected image and a trusted unchanged mask | ### 🎨 Image Blending Nodes | Node Name | Description | |-----------|-------------| | Image Mask Blend | Luminance-based image mask compositing with feathering, alpha output, and edge-extension background strategies | | Image Blend Mode by Alpha | Alpha-based image blending with multiple Photoshop-style blend modes | | Image Blend Mode by CSS | CSS standard blend modes implemented natively in PyTorch | ### ✂️ Image Cropping Nodes | Node Name | Description | |-----------|-------------| | Image Mask Crop | Batch mask-based cropping with RGB/RGBA channel preservation and optional mask alpha output | | Image Crop Square | Square cropping with mask guidance and scaling support | | Image Crop With BBox Mask | Smart bounding box cropping with precise aspect ratio control and scale strength adjustment | | Image Paste By BBox Mask | Paste cropped images back with multiple blend modes | | Image Pad By BBox Mask | Restore a local image into the full bbox mask canvas and fill uncovered areas with a configurable color or strategy | | Image Edge Crop/Pad | Smart edge cropping and padding with multiple padding modes and mask output | | Image Grid Split | Split images into grid layouts with flexible row/column configuration and selective output options | ### 🧩 Image Tiling Nodes | Node Name | Description | |-----------|-------------| | Image Tile Split | Image tile splitting with auto/grid/preset modes, overlap support, and reference image sizing | | Image Tile Merge | Image tile merging with intelligent stitching | ### 🌊 High-Low Frequency Separation Nodes | Node Name | Description | |-----------|-------------| | Image HL Freq Separate | Advanced frequency separation node supporting RGB, HSV, and IGBI separation methods with precise high-low frequency image separation and automatic recombination | | Image HL Freq Combine | Advanced frequency recombination node supporting RGB, HSV, and IGBI recombination modes with intensity adjustment and intelligent batch matching | | Image HL Freq Transform | Advanced detail transfer node supporting IGBI, RGB, and HSV transfer methods for precise texture detail migration from detail images to generated images | ### 🎭 Mask Operation Nodes | Node Name | Description | |-----------|-------------| | Mask Separate | Separate mask into individual connected regions with sorting and area filtering | | Mask To BBox Mask | Convert mask foregrounds into minimum bounding rectangle masks, with merged/separate output and outward `divisible_by` alignment | | Mask Fill Hole | Fill holes in enclosed areas of masks with batch processing support | | Mask Stroke | Create an optional hole-filled outer stroke mask with percentage width support and union output | | Mask Crop by BBox Mask | Mask bounding box cropping based on mask regions | | Mask Paste by BBox Mask | Simplified mask pasting with automatic base mask creation and bounding box detection | | Mask Repeat | Batch repeat masks with optional inversion support | | Mask Alpha Clean | Clean mask alpha noise and tiny islands with strength presets and optional detection-only output | | Mask Levels | Apply a levels adjustment to a grayscale mask, remapping the range via black/white points with inversion and binary fallback | ### 🔍 Detection Nodes | Node Name | Description | |-----------|-------------| | Detect Remove BG | Multi-backend background removal (RMBG/BiRefNet/InSPyReNet) with image + alpha mask outputs | | Detect Remove BG Refine | RMBG mask post-refinement using original image + mask, outputs refined RGBA and alpha | | Detect Remove SolidBG UnMult | Solid-background UnMult keying: estimate the flat background from image borders, unmultiply to alpha, with optional low-alpha threshold cleanup and background composition | | Detect Yolo | YOLO model object detection with subfolder model support, customizable confidence thresholds, and optional label display control | | Detect Guide Line | Guide line detection combining Canny, HoughLinesP, and DBSCAN vanishing-point clustering | ### 🔧 Utility Nodes | Node Name | Description | |-----------|-------------| | Workflow Name | Automatically retrieves current workflow filename with path control, custom prefixes/suffixes, and date formatting | | Range Mapping | Value range mapping tool supporting linear transformation and precision control for slider values | | Memory Cleanup | Requests ComfyUI to release execution cache and optionally unload models after the current task completes | ### 🔄 Conversion Nodes | Node Name | Description | |-----------|-------------| | URL to Video | Convert video URLs to ComfyUI VIDEO objects with improved error handling, timeout control, and support for both synchronous and asynchronous download methods | | Video to Image | Extract image frames, audio, FPS, and frame count from ComfyUI VIDEO objects | | Image to URL | Convert image tensors into URL strings with `auto`, `kefan`, and `data` modes | | Video to URL | Upload ComfyUI VIDEO objects to a public URL with content-based caching | | Image to Mask | Convert an optional image into a luminance mask, falling back to a 64x64 black mask when empty | | Image Batch to List | Convert batch images to image lists for individual processing | | Image List to Batch | Convert image lists to batch images with automatic size normalization | | Mask to Image | Convert a mask into RGB/RGBA image output with hole filling, configurable black/white color mapping, and optional transparent background | | Mask Batch to List | Convert batch masks to mask lists for individual processing | | Mask List to Batch | Convert mask lists to batch masks with automatic size normalization | | Mask to SAM3 Box | Convert masks to SAM3 box prompts (normalized cx, cy, bw, bh), supporting positive/negative and merge/separate modes | | String Coordinate to BBoxes | Convert string format coordinates to BBOXES format with enhanced format support and improved SAM2 compatibility | | String Coordinate to BBox Mask | Convert string format coordinates to BBoxMask format with image dimension support and flexible output modes | | Seedream BBox to Mask | Invert Seedream `` per-mille coordinates or a layer `bounding_box` into rectangular masks (bboxes only): `coord_mode` picks per-mille or pixel, `separate` emits per-box batches, `merge` unions them, always xyxy | | Text List to String | Merge a text list by applying per-item prefix/suffix and joining with a separator; supports escape sequences and composite separators | | Text to Any | Output text as a wildcard payload for flexible connections (e.g., COMBO inputs) | | Any to Any | Pass any value through unchanged as a wildcard (`*`), so outputs and inputs with different declared types can be connected | ### 🧠 Logic Nodes | Node Name | Description | |-----------|-------------| | Any Empty Bool | Universal empty value checker (boolean output version) that checks if any type of input is empty and returns a boolean value | | Any Empty Int | Universal empty value checker (integer output version) that checks if any type of input is empty and returns custom integer values | | Any Switch Bool | Universal boolean switch node supporting any type input with lazy evaluation, selecting output based on boolean condition | | Any Switch Select | Multi-way selector node supporting multiple input options, lazily routing the chosen `input_k` to `output` and returning the effective `select` value | | Float Number Compare | Float comparison node that evaluates two FLOAT values with a selected operator and outputs a boolean | | Int Number Compare | Integer comparison node that evaluates two INT values with a selected operator and outputs a boolean | | Multi Switch Select | Multi-output selector for `input_1..input_N`; a 1-based `select` using the same range syntax as Image Batch Index (e.g. `1-3`, `[1,3]`, or `a`/`all` for every connected input) lazily routes each chosen input to its matching `output_k`, leaving the rest `None` | | Text Compare | Compares two strings with equality, containment, prefix/suffix, or regex operators and outputs a boolean | | Text Match Rownum | Match a single text against multi-line text and return first matched row number (1-based), or 0 when not found | | Text Match Value | Match single-line text against multi-line key-value pairs and return corresponding value with simple numeric/boolean auto-typing | | Image Area Compare | Compare the pixel area (width × height) of two IMAGE inputs with a selected operator and output a boolean | | Image Minimum Area | Upscale an image until its area reaches a minimum square reference area (N²), with crop/pad/stretch fit, divisible_by rounding, mask output, and a resize_bool flag | | String Random | Randomly pick one item from multiline custom text (split by dash lines, newlines, or punctuation) using a fixed seed | ### 🔢 Integer Nodes | Node Name | Description | |-----------|-------------| | Int Image Count | Count valid images from dynamic `image_X` inputs, ignoring empty inputs, empty tensors, and all-zero images | | Int Mask Count | Count valid masks from dynamic `mask_X` inputs, ignoring empty inputs, empty tensors, and all-zero masks | | Int Image Side Length | Output selected side length (longest/shortest/width/height) from image dimensions | | Int Image Size | Output width and height integers from image dimensions | | Int Mask Side Length | Output selected side length (longest/shortest/width/height) from mask dimensions | | Int Video Count | Count non-empty videos from dynamic `video_X` inputs (list outputs counted per item) | | Int Audio Count | Count non-empty audio inputs from dynamic `audio_X` ports (list outputs counted per item) | | Int Text Count | Count non-empty STRING / INT / FLOAT inputs (BOOLEAN is treated as INT) from dynamic wildcard `text_X` ports | | Int Split | Split a total value into two parts, supporting percentage and integer split point | | Int Wan | Generate 4n+1 arithmetic sequences with step and range validation | ### 📦 Batch Processing Nodes | Node Name | Description | |-----------|-------------| | Image Batch Index | Extract images from a batch using multiline index text with flexible list/range/stride syntax and reverse-order support | | Image Batch Split | Intelligent image batch splitter with forward/backward splitting modes and enhanced boundary condition handling | | Image Batch Group | Intelligent image batch grouper with configurable batch sizes, overlap handling, and flexible padding strategies | | Image Batch Range | Sample an image batch by `start_index`, `step`, and final `num_frame`; `num_frame=0` takes all remaining images | | Image Batch Uniform | Uniformly sample an image batch by final `num_frame`; `num_frame=0` returns all images | | Image Batch Interleave | Reorder an image batch by splitting it into contiguous segments and reading them back in column-first interleaved order | | Image List Interleave | Reorder an image list by contiguous segment interleaving while preserving each image's original size | | Image PingPong | Bidirectional frame repeat over batch, supports pre-reverse, link-frame removal, and frame truncation | | Image List Append | Image list appender for intelligently merging images into lists | | Mask Batch Math Ops | Batch mask mathematical operations | | Mask Batch Range | Sample a mask batch by `start_index`, `step`, and final `num_frame`; `num_frame=0` takes all remaining masks | | Mask Batch Split | Intelligent mask batch splitter with forward/backward splitting modes and enhanced boundary condition handling | | Video Cut Group | Video scene cut detector that identifies scene transitions by analyzing frame similarity, supporting both fast and precise modes | ### 📝 Text Processing Nodes | Node Name | Description | |-----------|-------------| | Text Prefix Suffix | Text prefix suffix formatter with wildcard input support for flexible data formatting with custom prefix and suffix | | Text Custom Extract | Text custom extractor for extracting specified key values from JSON | | Text Path Extract | Read values from JSON text, dicts or plain text by path such as `[0].content`, `[-1].bbox[0]` or `[*].content`, collect every match (`[*].bbox`), count with `.count` / `.length` / `[#]`, and emit auto/json/text/csv text plus a raw `value` and a `count` output | | String Ratio GPT Image 2.0 | Infer the nearest GPT 2.0 image supported aspect ratio from input images, or pass through the selected ratio when no image is connected | | String Ratio Gemini 3.1 Flash Image | Infer the nearest Gemini 3.1 Flash supported aspect ratio from input images, or pass through the selected ratio when no image is connected | | String Ratio Jimeng | Infer the nearest Jimeng supported aspect ratio from input images, or pass through the selected ratio when no image is connected | | String Ratio Doubao Seedream 5.0 Pro | Infer the nearest Doubao Seedream 5.0 Pro supported aspect ratio from input images, or pass through the selected ratio when no image is connected | | String Ratio Qwen Image 3.0 Pro | Infer the nearest Qwen Image 3.0 Pro supported aspect ratio from input images, or pass through the selected ratio when no image is connected | | String Resolution GPT Image 2.0 | Infer the nearest GPT Image 2.0 resolution tier (`1k` / `2k` / `4k`) from input images, or pass through the selected label when no image is connected | | String Resolution Gemini 3.1 Flash Image | Infer the nearest Gemini 3.1 Flash Image resolution tier (`0.5k` / `1k` / `2k` / `4k`) from input images, or pass through the selected label when no image is connected | | String Resolution Jimeng | Infer the nearest Jimeng resolution tier (`1k` / `2k` / `4k`) from input images, or pass through the selected label when no image is connected | | String Resolution Doubao Seedream 5.0 Pro | Infer the nearest Doubao Seedream 5.0 Pro resolution tier (`1k` / `1.5k` / `2k`) from input images, or pass through the selected label when no image is connected | | String Resolution Qwen Image 3.0 Pro | Infer the nearest Qwen Image 3.0 Pro resolution tier (`1k` / `2k`) from input images, or pass through the selected label when no image is connected | | String Resolution Seedance 2.5 Multimodal Video | Infer the nearest Seedance 2.5 video resolution tier (`480p` / `720p` / `1080p` / `2k` / `4k`) from the input video, or pass through the selected label when no video is connected | | String Filter | Text cleaner supporting `{input}` / `{n}` substitution from the `input` value, comment filtering (# and triple quotes), and optional empty-line removal | | String Join Multi | Join up to 5 text blocks with `{input}` substitution, comment/empty-line filtering, and composite separators | | List Custom Int | Build integer lists from flexible multiline value/range/stride text with reverse-order and mixed punctuation support | | List Custom Float | Build float lists from flexible multiline value/range/stride text with reverse-order and mixed punctuation support | | List Custom String | Custom string list generator with dash separator and multiple delimiter support | | List Custom Seed | Custom seed list generator for creating unique random seed lists with control after generate functionality | ### 🔗 Multi Nodes | Node Name | Description | |-----------|-------------| | Multi String Join | Concatenate dynamic `string_X` sockets (`string_1` is socket-only) with `{input}` variable support and comment/triple-quote filtering; customizable separator | | Multi Image Batch | Build image batches from dynamic `image_X` with crop/pad/stretch size unification and automatic RGBA preservation when any input has alpha | | Multi Image List | Build `image_list` from dynamic `image_X` batch or list inputs, splitting them into single-image list items | | Multi Image Overlay | Overlay multiple image layers sequentially with alpha compositing, fit modes, and automatic RGBA preservation when any input has alpha | | Multi Image Stitch | Dynamic multi-image stitcher with direction, size matching, spacing, padding color control, and automatic RGBA preservation when any input has alpha | | Multi Mask Batch | Build mask batch from dynamic `mask_X` with crop/pad/stretch size unification and configurable gray padding | | Multi Mask Math Ops | Dynamic multi-mask operations (union/intersection/difference/XOR) with batch broadcasting and size alignment | | Multi Video Stitch | Stitch dynamic `video_X` inputs end-to-end into one video with crop/pad/stretch size unification, optional `get_video_size` reference size, and configurable pad color / fps | ### 📁 IO Nodes | Node Name | Description | |-----------|-------------| | Get File Count | Count image/video/psd/text files in a folder with optional recursive scanning, list-form `filename` / `file_path` outputs, and configurable filename extension retention | | Load Image | Load images from a file or folder with batch mode, size unification, derived masks, and list-form `filename` output | | Load PS | Load a PSD/PSB file as one indexed layer, all layer batches, or the merged document image, with drag-and-drop upload, lazy cached layer previews (enabled by default), hidden-layer, group-mode controls, and list-form `layer_name` output | | Load Text | Load `.txt` content from a file or folder with upload, live preview, auto encoding detection, and indexed folder picking | | Load Video | Select a video from a file or folder and apply trimming/FPS settings during decoding | | Load Video to Image | Decode a video into an image batch, audio, fps, and frame count | | Save Audio | Save an AUDIO object as FLAC/WAV/MP3/Opus (default mp3) with output/temp routing, optional metadata, batch splitting, empty-input pass-through, and an in-node audio player preview | | Save Image | Save image batches to output/temp and return absolute saved file paths | | Save Text | Save text input as `txt` / `csv` / `md` / `json` (UTF-8) with auto-increment naming, metadata, and preview-only mode | | Save Video by Image | Encode an image batch into a video with optional audio muxing and alpha support | | Save Video | Save a VIDEO object to disk with container extension preservation and alpha preview | ### 🎛️ Conditioning Nodes | Node Name | Description | |-----------|-------------| | Text Encode Qwen Image Edit | Qwen image-edit conditioning encoder combining vision inputs and text, supports size preservation modes and reference latents | ### 🔊 Audio Nodes | Node Name | Description | |-----------|-------------| | Audio Duration | Get audio length (seconds) | ## 🙆 Acknowledgments [ComfyUI](https://github.com/comfyanonymous/ComfyUI) [ComfyUI-KJNodes](https://github.com/kijai/ComfyUI-KJNodes) [ComfUI-Easy-Use](https://github.com/yolain/ComfyUI-Easy-Use) [ComfyUI_LayerStyle](https://github.com/chflame163/ComfyUI_LayerStyle) [Comfyui_TTP_Toolset](https://github.com/TTPlanetPig/Comfyui_TTP_Toolset) [comfyUI_FrequencySeparation_RGB-HSV](https://github.com/risunobushi/comfyUI_FrequencySeparation_RGB-HSV) [comfyui_extractstoryboards](https://github.com/gitadmini/comfyui_extractstoryboards) [ComfyUI-VideoHelperSuite](https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite) [ComfyUI-RH-Nodes](https://github.com/dakun333/ComfyUI-RH-Nodes) ## 🌟 Star My gratitude extends to the generous souls who bestow a star. [

](https://github.com/1hew/ComfyUI-1hewNodes/stargazers)

Int Audio Count

Inputs (1)

Outputs (1)