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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
Imagine an AI that transforms your visions into stunning visuals at no cost. Begin by crafting a vivid description, and you'll join the ranks of users who have collectively inspired over 1,053,127 unique images through Photosonic. This innovative online platform empowers you to produce both realistic and artistic images based on any textual input, utilizing a cutting-edge text-to-image AI model. At its core, the model employs latent diffusion, a technique that meticulously converts random noise into a clear image that aligns with your description. By tweaking your input, you have the ability to influence the quality, variety, and artistic style of the resulting images. Photosonic serves a multitude of purposes, from sparking creativity for your projects to visualizing innovative ideas and exploring diverse concepts, or even just enjoying the playful side of AI. Whether you wish to conjure up breathtaking landscapes, whimsical creatures, intricate objects, or dynamic scenes, the possibilities are as vast as your imagination, allowing you to personalize each creation with numerous attributes and intricate details. The platform invites users to engage in a limitless journey of artistic exploration and expression.
API Access
Has API
API Access
Has API
Integrations
ChatSonic
Zapier
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$10 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
Photosonic
Country
United States
Website
photosonic.writesonic.com