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About

Recent breakthroughs in text-to-image synthesis have been driven by diffusion models trained on billions of image-text pairs. Adapting this approach to 3D synthesis would require large-scale datasets of labeled 3D assets and efficient architectures for denoising 3D data, neither of which currently exist. In this work, we circumvent these limitations by using a pre-trained 2D text-to-image diffusion model to perform text-to-3D synthesis. We introduce a loss based on probability density distillation that enables the use of a 2D diffusion model as a prior for optimization of a parametric image generator. Using this loss in a DeepDream-like procedure, we optimize a randomly-initialized 3D model (a Neural Radiance Field, or NeRF) via gradient descent such that its 2D renderings from random angles achieve a low loss. The resulting 3D model of the given text can be viewed from any angle, relit by arbitrary illumination, or composited into any 3D environment.

About

DreamStudio is an easy-to-use interface for creating images using the recently released Stable Diffusion image generation model. Stable Diffusion is a fast, efficient model for creating images from text which understands the relationships between words and images. It can create high quality images of anything you can imagine in seconds–just type in a text prompt and hit Dream. Feel free to experiment with your complimentary credits. Be sure to keep an eye on your credit meter. Credits correlate directly to compute; increasing the number of steps or image resolution increases compute usage and will cost significantly more credits. If you run out of credits, more may be purchased in the “Membership” section of your account.

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

Businesses looking for an advanced AI 3D Model Generator solution

Audience

Anyone in need of an efficient AI model that helps create images from text

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

No information available.
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:

Review this Software

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

DreamFusion
dreamfusion3d.github.io

Company Information

DreamStudio
beta.dreamstudio.ai/

Alternatives

Alternatives

Playground

Playground

Playground AI
Point-E

Point-E

OpenAI
RODIN

RODIN

Microsoft
YandexART

YandexART

Yandex

Categories

Categories

Integrations

Stability AI
Stable Diffusion
WebUtility.io

Integrations

Stability AI
Stable Diffusion
WebUtility.io
Claim DreamFusion and update features and information
Claim DreamFusion and update features and information
Claim DreamStudio and update features and information
Claim DreamStudio and update features and information