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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
Fast3D is an ultra-rapid AI-driven 3D model generator that converts text descriptions or single/multiple images into high-quality mesh assets, complete with customizable texture creation, mesh density options, and style presets, all accomplished in less than ten seconds without needing any modeling skills. It merges high-fidelity PBR material creation with seamless tiling and advanced style transfer, providing accurate geometric representation for lifelike structures and accommodating both text-to-3D and image-to-3D processes. The generated outputs are compatible with various pipelines, allowing for export in formats such as GLB/GLTF, FBX, OBJ/MTL, and STL, while its user-friendly web interface eliminates the need for registration or complicated setup. Fast3D is an ideal solution for a range of applications, including gaming, 3D printing, augmented and virtual reality, metaverse content, product design, and rapid prototyping, empowering creators to experiment with a wide array of ideas through features like batch uploads, random inspiration galleries, and adjustable quality settings. By significantly reducing the time needed to bring concepts to life, Fast3D revolutionizes the way designers approach their creative processes, making rapid 3D modeling accessible for everyone.
API Access
Has API
API Access
Has API
Integrations
No details available.
Integrations
No details available.
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$7 per month
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
Fast3D
Country
United States
Website
fast3d.io