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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
Modelfy 3D is an innovative web application that transforms one or multiple reference images (in formats like JPG, PNG, or WEBP) or a text prompt into a detailed textured 3D model. Users can download their models in formats such as GLB, OBJ, or STL, complete with texture maps, and the quality of these models can vary from approximately 15K to 300K polygons. The platform's free plan provides 10 credits each month along with an additional 5 welcome credits, allowing users to create models at Standard quality with up to 60K polygons; there are also paid subscription options available, including Pro for $9.99 per month and Max for $19.99 per month. In addition to model creation, Modelfy 3D features a variety of complimentary browser tools that do not require user login or file uploads, including a versatile 3D viewer compatible with various formats like GLB, OBJ, STL, FBX, and STEP, a 3D file converter that supports an impressive 128 format pairs, as well as a 3D text generator for added creative possibilities. These tools make it easy for users to manipulate and visualize 3D content efficiently.
API Access
Has API
No
API Access
Has API
No
Screenshots View All
No images available
Integrations
No details available.
Integrations
No details available.
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$9.9/month
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)
No
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
DreamFusion
Website
dreamfusion3d.github.io
Vendor Details
Company Name
Modelfy
Website
modelfy.art
Product Features
Product Features
Alternatives
Alternatives
No Alternatives