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Average Ratings 0 Ratings
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
No
API Access
Has API
No
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Integrations
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Integrations
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Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$6.9/week
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
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