DreamFusion

DreamFusion is a product that uses a text-to-image generative model called Imagen to optimize a 3D scene.

The product features Score Distillation Sampling (SDS), a way to generate samples from a diffusion model by optimizing a loss function. SDS allows for the optimization of samples in an arbitrary parameter space, such as a 3D space.

The product uses a 3D scene parameterization similar to Neural Radiance Fields to define this differentiable mapping. DreamFusion adds additional regularizers and optimization strategies to improve geometry, resulting in coherent, high-quality normals, surface geometry and depth, and relightable NeRFs with a Lambertian shading model.

The use cases for DreamFusion involve optimizing 3D scenes for various applications, such as video games, virtual reality experiences, and film production.

Promoted
Thaka AI News

Thaka AI News

Middle East #1 Source for Artificial Intelligence News and updates

Promoted
Homeworkify

Homeworkify

Ultimate homework assistant for students of all ages

Promoted
Bayut GPT

Bayut GPT

A part of Dubizzle Group Holdings Limited, UAE’s homegrown Unicorn!

Promoted
PDF.ai

PDF.ai

Chat with any document using AI

Promoted
Eyenai

Eyenai

Eyenai leverages the power of artificial intelligence to effectively detect and diagnose potent

Promoted
Slack GPT

Slack GPT

Bringing the power of generative AI in Slack to help you work smarter, learn faster

Promoted
Arabot

Arabot

arabot is the first intelligent arabic chatbot that uses an outstanding Arabic NLP to build con

Promoted
ReviewScout AI

ReviewScout AI

ReviewScout is a Chrome extension that uses ChatGPT and Keepa analysis

Promoted
Thaka AI Courses

Thaka AI Courses

Thousands of the World's Top Artificial Intelligence Courses in one website. Artificial Intelli

HitPaw Photo Enhancer

HitPaw Photo Enhancer

AI photo enhancer & image upscaler to improve photo quality, fix blurry photos, colorize bla
Leonardo.Ai

Leonardo.Ai

AI-driven creative production with style-consistency.
Real Life 3D

Real Life 3D

Use AI to Convert Videos and Still Images to 3D for VR
Matterport

Matterport

Revolutionize real estate with Matterport's 3D imaging platform. Create immersive 3D models
Farm3D

Farm3D

Learning Articulated 3D Animals by Distilling 2D Diffusion
Browse all AI Websites

Daily AI Educational Newsletter on Whatsapp

Start Free Trial