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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

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

Leo™ has been developed using a vast array of CAD files and design elements, enabling it to convert mechanical language into 3D mechanical models that comply with contemporary industry standards and practices. Rather than taking the place of engineers, Leo empowers those who utilize its capabilities to surpass those who do not. It facilitates the rapid brainstorming, sketching, and designing of intricate 3D mechanical products while eliminating tedious tasks. By integrating AI that understands your design criteria, it allows for significant reductions in project costs and timelines, ultimately boosting both productivity and revenue. This technology adeptly transforms words, sketches, specifications, and CAD limitations into fully realized, DFMA-optimized product assemblies, enhancing the overall design process. With Leo™ at their disposal, engineers can focus more on creativity and innovation instead of repetitive tasks.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Advanced
Gemini Nano
Gemini Pro

Integrations

Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Advanced
Gemini Nano
Gemini Pro

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

Leo

Founded

2023

Country

United States

Website

www.getleo.ai/

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