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ease
features
design
support

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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

Experience the future of augmented reality with a no-code tool that allows you to instantly enhance your appearance using artificial intelligence. Join the early testers of the Shader app and explore its capabilities; you can type, swipe, or speak to create a personalized look. Capture and share videos featuring your AR effects for added interaction and enjoyment with your audience. Prepare to innovate and design effects collaboratively with friends, as Shader provides an easy way to create 3D assets using only your smartphone camera. Our AI-generated models enhance your ability to craft a distinctive and engaging experience on platforms such as Unity, Snapchat Lens Studio, Meta SparkAR, and TikTok Effect House. As generative AI becomes essential in AR development processes, Shader empowers you to produce 3D models that serve as key components for your AR projects. Moreover, if you seek even more sophisticated features, we offer neural radiance fields (NeRFs) for creating dynamic 3D scenes, allowing greater creativity and depth in your augmented reality endeavors. With Shader, the possibilities for innovation in AR are endless.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Snapchat
TikTok
Unity

Integrations

Snapchat
TikTok
Unity

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

Shader

Website

www.shaderapp.com

Product Features

Product Features

Augmented Reality

3D Objects
3D Product Visualization
Application Development
Content Creation
Cross-Device Publishing
Drag & Drop
For Mapping
For Sales
For Training / Education
Object Recognition
Simulation
Usage Tracking / Analytics
Virtual Reality

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