VideoPainter
Overview
VideoPainter is an advanced framework designed for any-length video inpainting and editing, leveraging context control for optimized video processing. It is built on a novel dual-stream paradigm that allows for efficient video editing while maintaining semantic consistency.
Key Features:
- Plug-and-Play Context Control: Dynamically integrates background contextual cues for improved video inpainting.
- Extensive Dataset: Access to VPData and VPBench, containing over 390K diverse video clips for training and evaluation.
- Scalable Architecture: Incorporates a lightweight context encoder that enhances processing without increasing complexity.
- Training Flexibility: Capable of training on both public internet videos and customized datasets for specific applications.
Benefits:
- Enhanced Performance: Achieves competitive results in video editing and segmentation tasks.
- Accessibility: Open-source with clear instructions for setup and deployment.
- Community Contributions: Welcomes contributions from users to expand capabilities and datasets.
Highlights:
- SIGGRAPH 2025 Acknowledgment: Recognized for its innovative approach in the computer graphics community.
- Easy Installation & Setup: Comprehensive guides for setting up the environment and running scripts accompanying the repository.