bytedance/dreamactor models

dreamactor by ByteDance — AI Model Family

The dreamactor family from ByteDance represents a cutting-edge series of image-to-video AI models designed to revolutionize character animation. These models solve the challenge of bringing static images to life by transferring precise motion from a reference video to characters in an image, enabling creators to generate stable, fluid, and realistic animations without complex rigging or manual keyframing. Currently, the family includes one flagship model: ByteDance DreamActor v2, categorized under Image to Video, with potential for expansion as ByteDance continues to innovate in AI-driven video generation.

Developed as part of ByteDance's advanced AI toolkit, dreamactor excels in AI character animation, making it accessible for developers, content creators, and filmmakers who need high-fidelity motion transfer from simple inputs like a single image and a motion video.

dreamactor Capabilities and Use Cases

The dreamactor family shines in the Image to Video category, with bytedance-dreamactor-v2 (also known as DreamActor v2 or DreamActor M2) as its core model. This model transfers full-body motions, including facial expressions, from a driving video to subjects in a static reference image, producing dynamic video outputs optimized for short-form content.

Key capabilities include handling diverse character types—humans, animals, anime, cartoons, and multiple characters in complex scenes—while maintaining motion stability and realism. It supports standard video formats and efficient inference for quick generation, with average run times around 220 seconds, priced at $0.05 per second of generated duration.

Concrete Use Cases

• Social Media Content Creation: Upload an anime character image and a dancing reference video to generate synchronized animations perfect for TikTok or Reels. Example prompt: "Apply jumping motions from a dog video to a static puppy image on a beach."
• Marketing and E-commerce: Animate product photos of pets or mascots with playful motions, boosting engagement in ads through realistic, lifelike movements.
• Game Development: Feed cartoon hero images plus action videos into the model to prototype non-human character animations, accelerating iteration on multi-character scenes.
• Film and VFX Prototyping: Combine animal references with human motions, like animating a cartoon bird with flying sequences, for efficient indie project experiments.

While the family currently features a single model, its two-input workflow (reference image + motion video) enables seamless pipeline creation. Integrate dreamactor v2 with other Image to Video models on each::labs, such as those for talking avatars, to build end-to-end workflows: first generate a base animation, then add lip-sync or expressive audio-driven enhancements for complete video production.

What Makes dreamactor Stand Out

dreamactor sets itself apart in the image-to-video AI landscape through its unmatched versatility and superior motion fidelity, particularly for non-human and multi-character scenarios where traditional models falter. Unlike human-only animation tools, bytedance-dreamactor-v2 delivers stable, fluid results across anime, cartoons, animals, and group scenes, capturing subtle details like facial expressions and full-body actions with hyper-realistic precision.

Key distinguishing features include:

• Non-human and multi-character mastery: Excels at transferring complex motions to pets, animated figures, or crowds, ensuring consistency without species-specific training.
• Precise motion replication: Seamlessly applies dancing, jumping, or any reference video dynamics to input characters, ideal for dynamic, professional-grade outputs.
• Simple, efficient workflow: Requires just two inputs for high-quality results, with fast processing suited for real-time previews and social media-optimized short clips.

These strengths make dreamactor ideal for content creators seeking AI generated video tools, marketers producing engaging pet or character ads, game developers prototyping animations, and filmmakers experimenting with VFX. Its focus on quality, control, and broad applicability empowers users to achieve cinematic-level animations effortlessly, positioning it as a go-to for diverse creative pipelines.

Access dreamactor Models via each::labs API

each::labs is the premier platform for accessing the full dreamactor model family through a unified, developer-friendly API. Seamlessly integrate bytedance-dreamactor-v2 into your applications with simple POST requests to create predictions, then poll for results using long-polling—no infrastructure management required.

Explore models instantly in the interactive Playground for previews and downloads, or leverage the SDK for scalable production workflows. All dreamactor capabilities, from non-human motion transfer to multi-character scenes, are available under one roof at competitive pricing like $0.05 per second.

Sign up to explore the full dreamactor model family on each::labs and unlock ByteDance's animation power for your next project.