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What is DreamFusion?

Recent progress in text-to-image synthesis has been driven by diffusion models trained on vast collections of image-text pairs. To effectively adapt this approach for 3D synthesis, there is a critical need for large datasets of labeled 3D assets and efficient architectures capable of denoising 3D information, both of which are currently insufficient. This research aims to tackle these obstacles by utilizing an established 2D text-to-image diffusion model to facilitate text-to-3D synthesis. We introduce a groundbreaking loss function based on probability density distillation, enabling a 2D diffusion model to guide the optimization of a parametric image generator effectively. By applying this loss within a DeepDream-inspired framework, we enhance a randomly initialized 3D model, specifically a Neural Radiance Field (NeRF), through gradient descent, ensuring its 2D renderings from various angles demonstrate reduced loss. As a result, the generated 3D representation can be viewed from multiple viewpoints, illuminated under different lighting conditions, or integrated seamlessly into a variety of 3D environments. This innovative approach not only addresses existing limitations but also paves the way for the broader application of 3D modeling in both creative and commercial sectors, potentially transforming industries reliant on visual content.

What is Copilot 3D?

Copilot 3D is a groundbreaking application powered by AI, available in Microsoft’s Copilot Labs, which enables individuals to convert a single 2D image (in JPG or PNG format, up to 10 MB) into a full 3D model (in GLB format) without requiring any specialized knowledge. Designed with simplicity in mind for creative users, the platform allows for easy image uploads, resulting in downloadable 3D files. Accessible globally at no extra charge for those with a personal Microsoft account, this tool proves to be invaluable across diverse industries such as game development, animation, 3D printing, virtual and augmented reality, and digital content creation. While Copilot 3D excels at producing models of common inanimate objects like furniture and household items, it struggles with more complex subjects, such as animals or human figures. Furthermore, it has mechanisms in place to prevent the generation of copyrighted or sensitive content, and user-created models are stored for a duration of 28 days. In essence, this tool opens the door for many users to effortlessly dive into the captivating realm of 3D modeling while encouraging creativity and exploration. Ultimately, Copilot 3D stands as a significant step toward democratizing access to advanced modeling technologies.

Media

Media

Integrations Supported

Microsoft 365
Microsoft Copilot

Integrations Supported

Microsoft 365
Microsoft Copilot

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

DreamFusion

Company Website

dreamfusion3d.github.io

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

copilot.microsoft.com/labs/experiments/3d-generations

Categories and Features

Categories and Features

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