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

Model Predictive Control Toolbox™ provides functions, an app, Simulink® blocks, and reference examples for developing model predictive control (MPC). For linear problems, the toolbox supports the design of implicit, explicit, adaptive, and gain-scheduled MPC. For nonlinear problems, you can implement single- and multi-stage nonlinear MPC. The toolbox provides deployable optimization solvers and also enables you to use a custom solver. You can evaluate controller performance in MATLAB® and Simulink by running closed-loop simulations. For automated driving, you can also use the provided MISRA C®- and ISO 26262-compliant blocks and examples to quickly get started with lane keep assist, path planning, path following, and adaptive cruise control applications. Design implicit, gain-scheduled, and adaptive MPC controllers that solve a quadratic programming (QP) problem. Generate an explicit MPC controller from an implicit design. Use discrete control set MPC for mixed-integer QP problems.

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

Companies looking for a solution to design and simulate model predictive controllers

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

$1,180 per year
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

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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:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

ByteDance
Founded: 2012
China
dreamactor.org

Company Information

MathWorks
United States
www.mathworks.com/products/model-predictive-control.html

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Categories

Categories

Integrations

No info available.

Integrations

No info available.
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