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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

Introducing Mobile Diffusion, the innovative image generator that uses the latest AI technology to bring your imagination to life. With this app, you can create stunning images based on your own text prompt. No need for an internet connection, it works offline right on your device. Mobile Diffusion uses the Stable Diffusion v2.1 model to power its AI-based image generation. Thanks to CoreML optimization, it’s up to 2x faster than other image generation apps. It requires just a one-time download of the 4.5 GB model to work offline, and then you can use it anytime, anywhere. With the ability to specify both positive and negative prompts, you can fine-tune your image output to suit your needs. Sharing your generated images is easy, and the app is completely free to use. This app was made for research and development purposes only. The goal was to demonstrate the ability to run a diffusion model on a mobile device with acceptable performance.

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 advanced Image Generator application

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

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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

N1 RND
apps.apple.com/pl/app/mobile-diffusion

Alternatives

Alternatives

Point-E

Point-E

OpenAI
RODIN

RODIN

Microsoft

Categories

Categories

Integrations

Stable Diffusion

Integrations

Stable Diffusion
Claim DreamFusion and update features and information
Claim DreamFusion and update features and information
Claim Mobile Diffusion and update features and information
Claim Mobile Diffusion and update features and information