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What is ModelsLab?

ModelsLab is an innovative AI company that offers a comprehensive suite of APIs designed to transform text into various media formats, including images, videos, audio, and 3D models. Their platform enables developers and businesses to generate high-quality visual and audio content without the complexities of managing sophisticated GPU infrastructures. Among the range of services are text-to-image, text-to-video, text-to-speech, and image-to-image generation, which can be seamlessly integrated into numerous applications. Additionally, they provide tools for developing custom AI models, such as fine-tuning Stable Diffusion models via LoRA techniques. Committed to making AI technology more accessible, ModelsLab empowers users to create innovative AI products efficiently and affordably. By simplifying the development journey, they not only spark creativity but also contribute to the evolution of cutting-edge media solutions that can reshape the industry. Their focus on user-friendly tools ensures that a wider audience can harness the power of AI in their projects.

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

Media

Integrations Supported

VisionStory

Integrations Supported

VisionStory

API Availability

Has API

API Availability

Has API

Pricing Information

$7/month
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

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

ModelsLab

Date Founded

2022

Company Location

United States

Company Website

modelslab.com

Company Facts

Organization Name

DreamFusion

Company Website

dreamfusion3d.github.io

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