DreamActor-M1

DreamActor-M1

ByteDance
+
+

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About

​DreamActor-M1 is a state-of-the-art diffusion transformer framework designed to generate realistic human animations from a single image. It offers fine-grained control over facial expressions and body movements, ensuring multi-scale adaptability from portraits to full-body views. It maintains temporal coherence in long videos, even for areas not visible in reference images. Its hybrid motion guidance combines implicit facial representations, 3D head spheres, and 3D body skeletons to achieve detailed animation control. Complementary appearance guidance uses multi-frame references to maintain consistency in unseen regions. A progressive three-stage training strategy optimizes different aspects of animation: starting with body skeletons and head spheres, adding facial representations, and finally fine-tuning all parameters.

About

KineVision gives coaches the tools to turn training footage into clear, actionable feedback. Slow-motion and frame-by-frame playback help you find the exact moment that matters, while drawing tools, timers, skeleton overlay, and side-by-side comparison make technique easier to explain. Capture or import video on iPhone or iPad, review reps during practice, and share visual coaching notes with athletes right when they need them. It's like a coaching whiteboard, replay room, and movement analysis tool in one app. Capture. Record with the built-in camera using pro controls like custom ISO and shutter speed, or import existing training footage. Video Analysis. Slow the clip down, draw lines, mark positions, use timers, and reveal body alignment with skeleton overlay. Compare & Share. Review reps side by side, track progress over time, and send clear visual feedback to the athlete.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers and developers in computer vision seeking a tool for generating realistic human animations from static images

Audience

Sport coaches, Athletes, Sport organizations

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

$6.66/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

ByteDance
Founded: 2012
China
dreamactor.org

Company Information

KineVision
Founded: 2025
Poland
kine.vision

Alternatives

Alternatives

VideFlow

VideFlow

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Categories

Categories

Sports Video Analysis Features

Analysis / Drawing Tools
Data Recording
Discussion Tools
For American Football
For Baseball
For Combat Sports
For Golf
For Soccer
Joint Angles
Measurement Tools
Overlay
Screen Recording / Sharing
Side-by-Side Viewing
Stromotion
Timers / Chronometers
Video Recording

Integrations

Apple Photos
Apple iOS
Apple iPadOS
Finder

Integrations

Apple Photos
Apple iOS
Apple iPadOS
Finder
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