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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
Secret Sauce 3D is an innovative tool driven by AI, aimed at expediting the workflow of professional 3D artists by automating various tedious aspects of the modeling process. This tool functions as an AI “assistant” that helps artists craft and enhance 3D models while ensuring that every stage remains editable and in line with standard industry practices. Artists can quickly create high-polygon base meshes from 2D concept art or reference images, allowing for the rapid development of foundational models that can be further refined rather than built from the ground up. The software features automated retopology options with adjustable levels of optimization, giving artists the ability to manage polygon density and geometry according to the needs of game engines, animation pipelines, or rendering systems. Additionally, it automatically produces UV maps and offers customization features, supplying a robust starting point for texture painting and asset refinement. With such capabilities, users benefit from a streamlined workflow that enhances creativity and productivity in their 3D projects.
API Access
Has API
API Access
Has API
Integrations
Blender
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
Secret Sauce 3D
Country
United States
Website
secretsauce3d.com