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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
Innovate and create fresh design ideas while visualizing your product in various styles, colors, and forms. Enhance the angles, lighting, and environments of your images to drive higher marketing effectiveness and sales conversions. By integrating relevant backgrounds and contexts, your product images can capture attention and convert viewers within moments. Low-quality images can hinder sales, but RocketAI allows you to craft a surrounding that complements your product by adding realistic reflections and shadows. Simply upload your product catalog to our user-friendly web interface, customize a text-to-image model, and watch as you generate thousands of images based on a straightforward text prompt. You'll only need to provide a few descriptive lines, and the system will create new visual content, significantly reducing the time spent on research and design. Consider our standard plan, which enables you to develop up to 25 tailored models using your product images, giving you the opportunity to explore the vast potential of this remarkable technology for your business growth. This streamlined approach not only saves time but also ensures your marketing strategy is backed by visually appealing, high-quality images that resonate with your target audience.
API Access
Has API
API Access
Has API
Integrations
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Integrations
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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
Rocket AI
Founded
2022
Country
United Kingdom
Website
rocketai.io