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Description
We create a three-dimensional signed distance field (SDF) and a textured field using two latent codes. DMTet is employed to derive a 3D surface mesh from the SDF, and we sample the texture field at the surface points to obtain color information. Our training incorporates adversarial losses focused on 2D images, specifically utilizing a rasterization-based differentiable renderer to produce both RGB images and silhouettes. To distinguish between genuine and generated inputs, we implement two separate 2D discriminators—one for RGB images and another for silhouettes. The entire framework is designed to be trainable in an end-to-end manner. As various sectors increasingly transition towards the development of expansive 3D virtual environments, the demand for scalable tools that can generate substantial quantities of high-quality and diverse 3D content has become apparent. Our research endeavors to create effective 3D generative models capable of producing textured meshes that can be seamlessly integrated into 3D rendering engines, thereby facilitating their immediate application in various downstream uses. This approach not only addresses the scalability challenge but also enhances the potential for innovative applications in virtual reality and gaming.
Description
Neural4D is an advanced 3D AIGC platform that utilizes proprietary Direct3D and Direct3D-S2 technologies for exceptional performance. Aimed at enhancing professional workflows, it converts text prompts and individual images into high-quality assets featuring clean topology and physically-based rendering (PBR) textures.
With its innovative S2 (Sparse & Scalable) architecture, Neural4D delivers remarkable geometric precision at a resolution of 1024³. The platform supports a wide range of export formats, such as .obj, .fbx, .glb, .usdz, .stl, and .blend, facilitating smooth compatibility with leading software applications like Blender, Unity, and Unreal Engine. This tool proves invaluable for game developers, 3D artists, and those engaged in 3D printing, significantly enhancing their productivity and creative potential. Moreover, Neural4D's capabilities make it a game-changer in the realm of digital asset creation.
API Access
Has API
API Access
Has API
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Pricing Details
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Free Trial
Free Version
Pricing Details
$6.9/week
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
NVIDIA
Country
United States
Website
nv-tlabs.github.io/GET3D/
Vendor Details
Company Name
DreamTech
Founded
2024
Country
China
Website
www.neural4d.com