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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
Turn your simple doodles into breathtaking landscape illustrations, no matter your artistic expertise, and watch as vibrant scenes emerge with enchanting details and colors. Effortlessly animate your sketches by designing delightful and personality-rich characters that are infused with charm, intricate details, and a hint of whimsy. With just a rough initial drawing, you can unlock your imagination, adding grace and utility to your visions and turning them into vivid realities. Stable Doodle acts as a sketch-to-image converter that transforms basic drawings into dynamic visuals, offering infinite creative opportunities for various users. This innovative tool combines the cutting-edge image-generating capabilities of Stability AI’s Stable Diffusion XL with the robust T2I adapter, a solution for conditional control developed by Tencent ARC. The T2I-Adapter enhances the image generation process, allowing for targeted adjustments, which significantly improves the results for Stable Doodle's applications. By harnessing this technology, users can elevate their artistic expressions and explore new dimensions in their creative projects.
API Access
Has API
API Access
Has API
Integrations
Stability AI
Stable Diffusion
Tencent Cloud
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
Stable Doodle
Country
United States
Website
clipdrop.co/stable-doodle