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What is Neural4D?

Neural4D is a cutting-edge platform for 3D AIGC that employs its proprietary technologies, Direct3D and Direct3D-S2, to achieve outstanding performance levels. Designed to optimize professional workflows, it transforms text inputs and single images into high-quality assets characterized by clean topology and physically-based rendering (PBR) textures. Leveraging its innovative S2 (Sparse & Scalable) architecture, Neural4D achieves impressive geometric accuracy at a resolution of 1024³. The platform is compatible with various export formats, including .obj, .fbx, .glb, .usdz, .stl, and .blend, ensuring seamless integration with prominent software tools such as Blender, Unity, and Unreal Engine. This powerful resource is particularly beneficial for game developers, 3D artists, and individuals involved in 3D printing, as it greatly boosts their productivity and creative capabilities. Furthermore, Neural4D stands out as a revolutionary asset in the field of digital content creation, reshaping the way professionals approach their projects. Its potential to streamline workflows and enhance creative outputs marks a significant advancement in the industry.

What is DreamFusion?

Recent progress in text-to-image synthesis has been driven by diffusion models trained on vast collections of image-text pairs. To effectively adapt this approach for 3D synthesis, there is a critical need for large datasets of labeled 3D assets and efficient architectures capable of denoising 3D information, both of which are currently insufficient. This research aims to tackle these obstacles by utilizing an established 2D text-to-image diffusion model to facilitate text-to-3D synthesis. We introduce a groundbreaking loss function based on probability density distillation, enabling a 2D diffusion model to guide the optimization of a parametric image generator effectively. By applying this loss within a DeepDream-inspired framework, we enhance a randomly initialized 3D model, specifically a Neural Radiance Field (NeRF), through gradient descent, ensuring its 2D renderings from various angles demonstrate reduced loss. As a result, the generated 3D representation can be viewed from multiple viewpoints, illuminated under different lighting conditions, or integrated seamlessly into a variety of 3D environments. This innovative approach not only addresses existing limitations but also paves the way for the broader application of 3D modeling in both creative and commercial sectors, potentially transforming industries reliant on visual content.

Media

No images available

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

Has API

API Availability

Has API

Pricing Information

$6.9/week
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

DreamTech

Date Founded

2024

Company Location

China

Company Website

www.neural4d.com

Company Facts

Organization Name

DreamFusion

Company Website

dreamfusion3d.github.io

Categories and Features

Categories and Features

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