Extensions/ComfyUI 1hewNodes

ComfyUI Extension

ComfyUI 1hewNodes

This is a custom node collection for ComfyUI that provides some utility nodes.

By 1hew·Created about a year ago·Updated 27 days ago· 28

1hew/ComfyUI-1hewNodes

Nodes123

On cloudLocal install

Category1hewNodes/logic, 1hewNodes/audio

Stars28

Updated27 days ago

Nodes (123)

Detect Remove BG Refine

Image Batch Interleave

Image BBox Overlay by Mask

1hewNodes/image

Image Blend Mode by Alpha

1hewNodes/image/blend

Image Blend Mode by CSS

1hewNodes/image/blend

Image Crop With BBox Mask

Image HL Freq Combine

1hewNodes/image/hlfreq

Image HL Freq Separate

1hewNodes/image/hlfreq

Image HL Freq Transform

1hewNodes/image/hlfreq

Image List Append

1hewNodes/batch

Image List Interleave

1hewNodes/image/blend

Image Mask Crop

1hewNodes/image/crop

Image Pad By BBox Mask

1hewNodes/image/crop

Image Paste By BBox Mask

Image Resize FluxKontext

1hewNodes/image/resize

Image Resize Gemini30ProImage

1hewNodes/image/resize

Image Resize Gemini31FlashImage

1hewNodes/image/resize

Image Resize GPT Image 2.0

1hewNodes/image/resize

Image Resize Jimeng

1hewNodes/image/resize

Image Resize QwenImage

1hewNodes/image/resize

Image Resize Square

1hewNodes/image/resize

Image Resize Universal

1hewNodes/image/resize

Image Rotate with Mask

Int Image Side Length

Mask Crop by BBox Mask

Mask Paste by BBox Mask

Match Brightness Contrast

String Coordinate to BBoxes

1hewNodes/conversion

String Coordinate to BBox Mask

String Ratio Gemini31FlashImage

1hewNodes/text

String Ratio Gpt20Image

Text Encode QwenImageEdit

Readme

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:

git clone https://github.com/1hew/ComfyUI-1hewNodes

📜 Changelog

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

<details> <summary> 2.x releases</summary>

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.

</details> <details> <summary> 1.x releases</summary>

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

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

</details>

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

</details>

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

</details>

feat(conversion): Enhanced URL to Video node

</details>

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

</details>

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

</details>

fix: Fixed various bugs and improved stability

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

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

</details>

Add Path Select

</details>

Fix Image Cropped Paste error, add batch processing feature.

</details>

📋 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 | | 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 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_FrequencySeparation_RGB-HSV

comfyui_extractstoryboards

ComfyUI-VideoHelperSuite

🌟 Star

My gratitude extends to the generous souls who bestow a star.