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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 Artimator?

Artimator is a completely free AI art generator that utilizes the capabilities of DALL-E and Stable Diffusion, enabling users to produce remarkable and eye-catching artwork in no time at all! The benefits of using Artimator include: There are no restrictions on the number of images you can generate! The interface is user-friendly and works seamlessly on both desktop and mobile platforms. This tool caters to both seasoned artists and novices, offering both simple and advanced modes for different skill levels. You can explore a variety of AI art styles, allowing for creative expression in numerous genres. As a comprehensive generator, it supports both text-to-image and image-to-image transformations. You can download high-resolution, photorealistic images for free, with sizes up to 2048x2048 pixels. Furthermore, you retain all rights to any artwork you create through our platform, making it entirely yours for commercial purposes. With the combination of AI models like Stable Diffusion and DALL-E, crafting stunning images has never been easier or more accessible.

Media

Media

Integrations Supported

DALL·E 2
Stable Diffusion

Integrations Supported

DALL·E 2
Stable Diffusion

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$9.99
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

Artimator

Date Founded

2023

Company Location

Turkey

Company Website

artimator.io

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