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About
Recent breakthroughs in text-to-image synthesis have been driven by diffusion models trained on billions of image-text pairs. Adapting this approach to 3D synthesis would require large-scale datasets of labeled 3D assets and efficient architectures for denoising 3D data, neither of which currently exist. In this work, we circumvent these limitations by using a pre-trained 2D text-to-image diffusion model to perform text-to-3D synthesis. We introduce a loss based on probability density distillation that enables the use of a 2D diffusion model as a prior for optimization of a parametric image generator. Using this loss in a DeepDream-like procedure, we optimize a randomly-initialized 3D model (a Neural Radiance Field, or NeRF) via gradient descent such that its 2D renderings from random angles achieve a low loss. The resulting 3D model of the given text can be viewed from any angle, relit by arbitrary illumination, or composited into any 3D environment.
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About
ModelsLab is an innovative AI company that provides a comprehensive suite of APIs designed to transform text into various forms of media, including images, videos, audio, and 3D models. Their services enable developers and businesses to create high-quality visual and auditory content without the need to maintain complex GPU infrastructures. ModelsLab's offerings include text-to-image, text-to-video, text-to-speech, and image-to-image generation, all of which can be seamlessly integrated into diverse applications. Additionally, they offer tools for training custom AI models, such as fine-tuning Stable Diffusion models using LoRA methods. Committed to making AI accessible, ModelsLab supports users in building next-generation AI products efficiently and affordably.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Businesses looking for an advanced AI 3D Model Generator solution
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Audience
Developers, businesses, and content creators seeking to integrate advanced AI-driven media generation into their applications and services
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$7/month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationDreamFusion
dreamfusion3d.github.io
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Company InformationModelsLab
Founded: 2022
United States
modelslab.com
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Integrations
VisionStory
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