A comprehensive collection of specialized ComfyUI nodes for advanced generative AI workflows
Developed by Eden.art
This repository contains 70+ custom ComfyUI nodes designed to enhance creative AI workflows with advanced image processing, depth manipulation, AI-powered text generation, logical operations, and sophisticated video effects. These nodes power many of the creative tools available on Eden.art.
cd ComfyUI/custom_nodes/
git clone https://github.com/edenartlab/eden_comfy_pipelines.git
cd eden_comfy_pipelines
pip install -r requirements.txtFor GPT-powered nodes, create a .env file in your ComfyUI root directory:
OPENAI_API_KEY=your_api_key_here
Advanced text generation with GPT-4 integration:
- Eden_gpt4_node: Direct GPT-4 API integration with customizable models (gpt-4o, gpt-4-turbo)
- Eden_GPTPromptEnhancer: Intelligently enhance basic prompts with detailed descriptions and artistic elements
- Eden_GPTStructuredOutput: Generate structured JSON responses following custom schemas
Powerful image understanding capabilities:
- ImageDescriptionNode: Generate detailed captions and descriptions from images
- CLIP_Interrogator: Extract comprehensive text descriptions using CLIP + BLIP models
Intelligent batch processing tools:
- LoadRandomImage: Process multiple images with automatic aspect ratio correction
- ImageFolderIterator: Sequential image loading with index-based selection
- LoadImagesByFilename: Batch load images by filename patterns
Professional image handling:
- SaveImageAdvanced: Enhanced saving with timestamps and metadata export
- VAEDecode_to_folder: Direct-to-disk VAE decoding for long sequences
- IMG_padder/IMG_unpadder: Smart padding with edge-color matching
- IMG_scaler: Mathematical operations on pixel values
- IMG_blender: Advanced image blending with weight control
Advanced segmentation tools:
- MaskFromRGB_KMeans: Generate precise masks using K-means color clustering
- Eden_MaskCombiner: Combine multiple masks with sophisticated blending
- ConvertToGrayscale: Professional grayscale conversion with alpha handling
- HistogramMatching: Match color distributions between images
Comprehensive face manipulation toolkit:
- Eden_FaceToMask: Automatic face detection and mask generation using MediaPipe
- Eden_Face_Crop: Intelligent face cropping with padding and boundary handling
- Eden_ImageMaskComposite: Advanced image compositing with mask support
Create stunning depth-based effects:
- DepthSlicer: Generate targeted masks from depth maps using K-means clustering
- Eden_DepthSlice_MaskVideo: Animated depth slicing for video sequences
- ParallaxZoom: 3D parallax effects from depth maps
- ParallaxZoom: Create immersive Deforum-style 3D zoom effects
- AspectPadImageForOutpainting: Intelligent padding for consistent aspect ratios
Essential workflow control nodes:
- Eden_RandomNumberSampler: Visual random number generation with live display
- Eden_Compare: Advanced comparison operations for any data type
- Eden_IfExecute: Conditional execution based on boolean logic
- Eden_BoolBinaryOperation: Boolean algebra operations (AND, OR, XOR, etc.)
- Eden_String/Int/Float/Bool: Type conversion and value passing
- Eden_Math: Mathematical operations on numeric values
- Eden_StringHash: Generate deterministic hashes from strings
- Eden_Debug_Anything: Comprehensive debugging with type analysis
- GetRandomFile: Random file selection from directories
- FolderScanner: Comprehensive folder analysis and file listing
- Eden_AllMediaLoader: Load various media types with validation
- Eden_Save_Param_Dict: Export workflow parameters as JSON
- Eden_RandomFilepathSampler: Statistical file path sampling
- Eden_RandomPromptFromFile: Load random prompts from text files
- Eden_randbool: Random boolean generation with probability control
Advanced video manipulation:
- VideoFrameSelector: Intelligent frame selection with temporal optimization
- KeyframeBlender: Smooth keyframe interpolation for animations
- MaskedRegionVideoExport: Export specific regions from video sequences
- Extend_Sequence: Loop and extend video sequences with various modes
- Animation_RGB_Mask: Create animated masks from RGB data
- AnimatedShapeMaskNode: Generate animated geometric masks
- OrganicFillNode: Organic mask filling for seamless animations
Advanced conditioning and style transfer:
- Random_Style_Mixture: Blend multiple style embeddings randomly
- Linear_Combine_IP_Embeds: Linear combination of IP adapter embeddings
- SavePosEmbeds/Load_Embeddings_From_Folder: Embedding management system
- IP_Adapter_Settings_Distribution: Control IP adapter influence distribution
The repository includes example workflows in example_workflows/ showcasing:
- 3D Animation: Depth-based parallax effects
- Audio Processing: Stem separation and audio manipulation
- Face Styling: Expression transfer and face manipulation
- Video Effects: Frame blending and time remapping
- AI Generation: FLUX, SDXL, and other model workflows
- LatentTypeConversion: Convert between float16/float32 for memory efficiency
- Eden_RepeatLatentBatch: Efficient latent batch processing
- Smart tensor management across GPU/CPU
- WidthHeightPicker: Smart resolution selection with multiple constraints
- IMG_resolution_multiple_of: Ensure dimensions are multiples of specific values
- AspectPadImageForOutpainting: Professional aspect ratio handling
- Eden_StringReplace: Advanced string replacement with regex support
- Eden_Regex_Replace: Powerful regex pattern matching
- Eden_RandomPromptFromFile: Dynamic prompt loading from files
- Creative AI Workflows: Professional image and video generation
- Batch Processing: Automated processing of large image sets
- 3D Effects: Depth-based animations and parallax effects
- Face Processing: Portrait enhancement and manipulation
- Content Creation: Automated caption generation and description
- Video Production: Advanced video effects and frame manipulation
- Research & Development: Experimental AI workflows and testing
We welcome contributions! For workflow contributions, check out our production workflows repository: edenartlab/workflows
This project is licensed under the MIT License - see the LICENSE file for details.
🌱 Built with ❤️ by the Eden.art team
