# 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 **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 **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 Txt` 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 Txt` and `Save Txt` 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; supports empty output, transparent canvas, and full-alpha fallback | | Image Alpha Split | Extract alpha as `mask` while flattening RGBA or alpha images onto a configurable solid background | | 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 BW Matte | Generate a cutout-friendly `mask` with a fixed `auto + soft` pipeline, plus `gamma`, inward shrink, and blur controls | ### 📐 Image Resize Nodes | Node Name | Description | |-----------|-------------| | Image Resize FluxKontext | Resize images/masks to FluxKontext preset sizes with auto/manual target selection | | Image Resize QwenImage | 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 automatic nearest-size matching | | Image Resize Gemini30ProImage | Gemini 3.0 Pro preset size adapter with auto tiers and synchronized image/mask transforms | | Image Resize Gemini31FlashImage | Gemini 3.1 Flash preset size adapter with extended 0.5k/1k/2k/4k tiers and extreme aspect ratios | | Image Resize GPT Image 2.0 | GPT Image 2.0 size adapter with auto preset matching, dynamic aspect-preserving tiers, and 1k/2k/4k fixed presets | | Image Resize Square | General square size adapter with 256/512/1024/2048/4096 plus `auto` and `auto (0.5k \| 1k)` | ### 🌈 Color Nodes | Node Name | Description | |-----------|-------------| | Match Brightness Contrast | Adjusts the brightness and contrast of the source image to match the reference image | ### 🎨 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 based on Pilgram library | ### ✂️ 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 | ### 🔍 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 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 | | 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 | | 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) | ### 🧠 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`; uses 1-based `select` to route the chosen input to its matching `output_k` | | 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 | ### 🔢 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 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 connected videos from dynamic `video_X` inputs | | 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 | | String Ratio Gpt20Image | 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 Gemini31FlashImage | 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 Resolution | Infer the nearest resolution tier (`0.5k` / `1k` / `2k` / `4k`) from input images, or pass through the selected label when no image 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` inputs 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 | ### 📁 IO Nodes | Node Name | Description | |-----------|-------------| | Get File Count | Count image/video/psd/txt 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, optional node preview, hidden-layer, group-mode controls, and list-form `layer_name` output | | Load Txt | Load `.txt` content from a file or folder with `encode` selection 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 Image | Save image batches to output/temp and return absolute saved file paths | | Save Txt | Save any input as `.txt` with `encode` control, auto-increment naming, 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 QwenImageEdit | 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) ## 🌟 Star My gratitude extends to the generous souls who bestow a star. [

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

Video to Image

Inputs (1)

Outputs (4)