ComfyUI Extension: Egregora Frames Animation Nodes for ComfyUI

Authored by lucasgattas

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Advanced image list animation toolkit for ComfyUI with batch processing, AI-powered frame interpolation, and multi-format video encoding.

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    README

    Egregora Frames Animation Nodes for ComfyUI

    Advanced image list animation toolkit for ComfyUI with batch processing, AI-powered frame interpolation, and multi-format video encoding.

    🎨 Features

    5 Powerful Nodes

    1. Advanced Batch Loader (Dir/ZIP/URL) - Load images from directories, ZIP files, or URLs
    2. Batch Multi-Folder Processor - Process multiple folders/ZIPs automatically
    3. Video Frame Extractor (File/URL) - Extract and resample frames from any video
    4. Batch Animation Processor - Order, interpolate, and process frame sequences
    5. Multi-Format Animation Encoder - Export to GIF, MP4, WebM, AVI, MOV, MKV

    Key Capabilities

    • 📁 Flexible Loading: Local directories, ZIP files, or direct URL downloads
    • 🔄 Batch Processing: Process multiple folders/ZIPs in one go
    • 🎬 Video Integration: Extract frames from videos, process them, and re-encode
    • 🌟 AI Interpolation: Smooth frame transitions with optical flow, RIFE, or FILM
    • 💾 Multi-Format Export: Save to 6 different formats simultaneously
    • ⚡ Production Ready: Loop control, FPS adjustment, quality settings

    📦 Installation

    Method 1: ComfyUI Manager (Recommended)

    1. Open ComfyUI Manager
    2. Search for "Egregora Frames Animation"
    3. Click Install

    Method 2: Manual Installation

    1. Navigate to your ComfyUI custom nodes directory:
    cd ComfyUI/custom_nodes/
    1. Clone this repository:
    git clone https://github.com/lucasgattas/ComfyUI-Egregora-Frames-Animation-Nodes.git
    1. Install dependencies:
    cd ComfyUI-Egregora-Frames-Animation-Nodes
pip install -r requirements.txt
    1. Restart ComfyUI

    Method 3: Automatic Installation

    cd ComfyUI/custom_nodes/ComfyUI-Egregora-Frames-Animation-Nodes
python install.py

    🚀 Quick Start

    Basic Animation Workflow

    Load Image Batch → Batch Animation Processor → Multi-Format Encoder

    Video Processing Workflow

    Video Frame Extractor → KSampler (process frames) → Batch Animation Processor → Multi-Format Encoder

    Batch Processing Workflow

    Batch Multi-Folder Loader → Batch Animation Processor → Multi-Format Encoder

    📚 Node Documentation

    1. Advanced Batch Loader

    Load images from various sources.

    Inputs:

    • source_type: directory / zip_file / zip_url
    • path: Path to directory, ZIP file, or URL
    • file_filter: Comma-separated extensions (default: png,jpg,jpeg,webp)
    • sort_method: alphabetical / random / modified_date
    • max_frames: Maximum frames to load (0 = unlimited)
    • frame_step: Load every Nth frame
    • random_seed: Seed for random sorting

    Outputs:

    • images: Loaded image batch
    • frame_count: Number of frames loaded

    2. Batch Multi-Folder/ZIP Loader

    Automatically process multiple folders or ZIP files.

    Inputs:

    • parent_directory: Parent folder containing subfolders/ZIPs
    • source_type: subfolders / zip_files / both
    • file_filter: File extensions to load
    • sort_method: How to sort frames within each batch
    • max_frames_per_batch: Limit frames per folder/ZIP
    • frame_step: Sample every Nth frame

    Outputs:

    • all_batches: Combined image batches
    • batch_info: JSON metadata about each batch
    • total_batches: Number of sources processed

    Use Case: Perfect for processing multiple animation sequences in one workflow. Point it at a parent folder, and it processes all subfolders or ZIP files automatically.

    3. Video Frame Extractor

    Extract frames from video files with FPS control.

    Inputs:

    • video_path: Path to video file (MP4, AVI, MOV, WebM, MKV)
    • output_fps: Target FPS (0 = keep original)
    • start_frame: First frame to extract
    • end_frame: Last frame to extract (0 = all)
    • frame_step: Extract every Nth frame

    Outputs:

    • frames: Extracted image sequence
    • frame_count: Number of frames extracted
    • original_fps: Original video FPS

    Use Case: Extract frames from a video, modify them in ComfyUI (e.g., with KSampler), then re-encode to a new video.

    4. Batch Animation Processor

    Process and interpolate frame sequences.

    Inputs:

    • images: Input image batch
    • frame_order: sequential / random / ping-pong / reverse
    • fps: Target frames per second
    • interpolation: none / crossfade / optical_flow / rife / film
    • interpolation_frames: Number of frames to generate between each pair
    • random_seed: Seed for random ordering

    Outputs:

    • processed_frames: Processed image sequence
    • fps: Output FPS

    Interpolation Methods:

    • none: No interpolation, use original frames
    • crossfade: Simple alpha blending between frames
    • optical_flow: Motion-based interpolation using OpenCV (smooth, natural motion)
    • rife: AI-powered interpolation (requires RIFE model)
    • film: Google's FILM interpolation (requires FILM model)

    5. Multi-Format Animation Encoder

    Export animations to multiple formats simultaneously.

    Inputs:

    • frames: Processed frame sequence
    • fps: Playback speed
    • loop_mode: no_loop / loop_duration / loop_count
    • loop_duration_seconds: Target duration for looping (when using loop_duration)
    • loop_count: Number of loops (when using loop_count)
    • filename_prefix: Base filename
    • output_directory: Custom save location (empty = ComfyUI default)
    • save_gif: Enable/disable GIF export
    • save_mp4: Enable/disable MP4 export
    • save_webm: Enable/disable WebM export
    • save_avi: Enable/disable AVI export
    • save_mov: Enable/disable MOV export
    • save_mkv: Enable/disable MKV export
    • quality: Output quality (1-100)
    • auto_open_folder: Open output folder after saving

    No Outputs - Terminal node that saves files directly.

    🎯 Use Cases

    1. Create Looping GIFs from Image Sequences

    Perfect for sprite animations, logo animations, or art collections.

    2. Process Video with AI

    Extract video frames → Apply AI effects (img2img, controlnet) → Re-encode to new video

    3. Batch Process Multiple Projects

    Organize sequences in folders, process all at once with Batch Multi-Folder Loader

    4. Smooth Frame Interpolation

    Create fluid slow-motion or smooth transitions with optical flow or AI interpolation

    5. Multi-Format Distribution

    Export to GIF for web, MP4 for social media, and MOV for professional use - all at once

    ⚙️ Advanced Features

    Loop Control

    • No Loop: Single playthrough
    • Loop Duration: Specify exact duration (e.g., 10 seconds) - automatically repeats sequence
    • Loop Count: Repeat sequence N times

    Frame Ordering

    • Sequential: Use original order
    • Random: Shuffle frames (with seed for reproducibility)
    • Ping-pong: Forward then backward for seamless loops
    • Reverse: Play sequence backwards

    FPS Control

    • Extract video at different framerates
    • Speed up or slow down animations
    • Match specific platform requirements (e.g., 24fps for film, 60fps for smooth playback)

    🤖 AI Interpolation (Optional)

    For the best interpolation results, install AI models:

    RIFE (Real-Time Intermediate Flow Estimation)

    pip install torch-rife

    FILM (Frame Interpolation for Large Motion)

    pip install film-net

    Note: These are optional. The nodes work great with optical flow interpolation without AI models.

    📋 Requirements

    • Python 3.8+
    • PyTorch 2.0+
    • ComfyUI (latest version)

    Dependencies (auto-installed)

    • numpy
    • Pillow
    • opencv-python
    • imageio
    • imageio-ffmpeg
    • requests

    🛠️ Troubleshooting

    "No images found" error

    • Check file extensions match your file_filter setting
    • Ensure directory path is correct
    • Verify ZIP file isn't corrupted

    Video extraction fails

    • Install ffmpeg: pip install imageio-ffmpeg
    • Try different video format
    • Check video file isn't corrupted

    MP4/WebM export not working

    • Install: pip install imageio imageio-ffmpeg
    • For opencv fallback: pip install opencv-python

    Interpolation options missing

    • Optical flow requires opencv-python
    • RIFE requires torch-rife package
    • FILM requires film-net package

    🤝 Contributing

    Contributions welcome! Please:

    1. Fork the repository
    2. Create a feature branch
    3. Submit a pull request

    📄 License

    MIT License - See LICENSE file for details

    🙏 Acknowledgments

    • ComfyUI community
    • OpenCV project
    • RIFE authors
    • Google FILM team

    🔄 Changelog

    v1.0.0 (Initial Release)

    • Advanced Batch Loader with ZIP and URL support
    • Batch Multi-Folder/ZIP Loader for automatic processing
    • Video Frame Extractor with FPS control
    • Batch Animation Processor with multiple interpolation methods
    • Multi-Format Animation Encoder (GIF/MP4/WebM/AVI/MOV/MKV)
    • Optical flow interpolation
    • Loop control and frame ordering
    • Auto-open output folder

    Made with ❤️ for the ComfyUI community