image-to-video
wavespeed-ai/wan-2.1-14b-vace
VACE is an all-in-one model designed for video creation and editing. It encompasses various tasks, including reference-to-video generation (R2V), video-to-video editing (V2V), and masked video-to-video editing (MV2V), allowing users to compose these tasks freely. This functionality enables users to explore diverse possibilities and streamlines their workflows effectively, offering a range of capabilities, such as Move-Anything, Swap-Anything, Reference-Anything, Expand-Anything, Animate-Anything, and more.
Idle
Your request will cost $0.3 per run.
For $1 you can run this model approximately 3 times.
README
Wan VACE, a powerful multimodal video generation and editing model developed by Alibaba, is now fully integrated and available on the WaveSpeedAI platform. This cutting-edge model supports a broad range of generative video tasks, offering SOTA (state-of-the-art) performance across image-to-video (I2V), reference-to-video (R2V), video-to-video editing (V2V) and masked video-to-video editing (MV2V), allowing creators to freely combine these capabilities to achieve complex tasks.
Key Features
- All-in-One Video Processing: Supports multiple tasks including Image-to-Video (I2V),reference-to-video(R2V) and masked Video to Video Editing(MV2V), allowing for comprehensive video creation and editing workflows.
- High Performance: The model comes in 14B parameters and offers higher fidelity outputs.
- SOTA Performance: Wan2.1 consistently outperforms existing open-source models and state-of-the-art commercial solutions across multiple benchmarks.
- Unified Multi-task Capability: Extensive experiments show that VACE performs on par with task-specific models across various subtasks, while also enabling diverse applications through flexible task combinations.
Use Cases
- Style Transfer: Convert real-world videos into distinct styles such as animation, claymation, or pixel art, enabling unique visual storytelling for creators, filmmakers, and advertisers.
- Motion Transfer & Expansion: Apply motion from a source video to a new subject or character, allowing fast prototyping of new animations, cinematic shots, or in-game sequences.
- Virtual Try-On & Product Customization: Use masked video editing to seamlessly change clothing, backgrounds, or products within a video without reshooting—perfect for e-commerce and digital showrooms.
- Game & Character Animation: Create or edit character actions, environmental interactions, or cinematic sequences, streamlining game development and virtual production pipelines.
Accelerated Inference
Our accelerated inference approach leverages advanced optimization technology from WavespeedAI. This innovative fusion technique significantly reduces computational overhead and latency, enabling rapid image generation without compromising quality. The entire system is designed to efficiently handle large-scale inference tasks while ensuring that real-time applications achieve an optimal balance between speed and accuracy. For further details, please refer to the blog post.