metadata
license: apache-2.0
tags:
- video-editing
- diffusion
- wan
pipeline_tag: video-to-video
Overview
NOVA is a pair-free video editing model built on WAN 1.3B Fun InP. It uses sparse keyframe control (e.g., a single edited first frame) to guide dense video synthesis, trained without requiring paired before/after video data.
- Pair-free training via degradation simulation
- Sparse keyframe control: provide one or more edited keyframes
- Optional coarse mask for improved editing accuracy
Usage
See the GitHub repository for installation, inference, training, and the interactive Gradio demo.