Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Produce assets featuring detailed geometry, UV-unwrapped textures, and neural radiance fields, leveraging cutting-edge advancements in neural inverse graphics. The process of designing environments and games has become quicker and more precise than it has been in the past. Develop captivating 3D simulators and games on an exceptional scale. Craft personalized textured 3D assets with ease. Generations are facilitated on high-performance and specialized servers. The 3D outputs remain confidential, with dedicated support offered, as well as tailored training and data solutions to meet individual needs. This new approach empowers creators to push the boundaries of interactive experiences.

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.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Discord
TestFlight

Integrations

Discord
TestFlight

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

CSM AI

Country

United States

Website

www.csm.ai/

Vendor Details

Company Name

DreamFusion

Website

dreamfusion3d.github.io

Product Features

Product Features

Alternatives

Alternatives

Point-E Reviews

Point-E

OpenAI
RODIN Reviews

RODIN

Microsoft