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ease
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Description

Recent advancements in the realm of text-to-image synthesis have emerged from diffusion models that have been trained on vast amounts of image-text pairs. To successfully transition this methodology to 3D synthesis, it would necessitate extensive datasets of labeled 3D assets alongside effective architectures for denoising 3D information, both of which are currently lacking. In this study, we address these challenges by leveraging a pre-existing 2D text-to-image diffusion model to achieve text-to-3D synthesis. We propose a novel loss function grounded in probability density distillation that allows a 2D diffusion model to serve as a guiding principle for the optimization of a parametric image generator. By implementing this loss in a DeepDream-inspired approach, we refine a randomly initialized 3D model, specifically a Neural Radiance Field (NeRF), through gradient descent to ensure its 2D renderings from various angles exhibit a minimized loss. Consequently, the 3D representation generated from the specified text can be observed from multiple perspectives, illuminated with various lighting conditions, or seamlessly integrated into diverse 3D settings. This innovative method opens new avenues for the application of 3D modeling in creative and commercial fields.

Description

Poly is an innovative tool powered by AI that enables users to generate tailored, high-definition textures at 8K resolution, complete with seamlessly tile-able designs and up to 32-bit PBR maps, all through a straightforward prompt—be it text or image—within mere seconds. This versatile tool is ideal for a variety of 3D applications, including 3D modeling, character creation, architectural visualization, game design, and immersive AR/VR experiences, among others. We are excited to present the outcome of our team's research to the community and anticipate that you will find it both beneficial and enjoyable. Simply enter a prompt, choose a texture type, and observe as Poly crafts a comprehensive 32-bit EXR texture tailored to your specifications. This interactive experience allows you to explore Poly's capabilities and test different prompting techniques. Additionally, the dock located at the bottom of the interface provides options to toggle between views, enabling you to revisit previous prompts, examine a model in 3D, or inspect any of the six available physically-based rendering maps, enhancing your creative workflow even further. With Poly, the possibilities for texture creation are virtually limitless.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Pexip

Integrations

Pexip

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

DreamFusion

Website

dreamfusion3d.github.io

Vendor Details

Company Name

Poly

Country

United States

Website

withpoly.com/textures/edit

Product Features

Product Features

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