L

Ldm3d 4c

Developed by Intel
LDM3D is a latent diffusion model capable of generating both images and depth maps from text prompts, supporting 3D content creation
Downloads 1,086
Release Time : 6/22/2023

Model Overview

A 3D generation model based on latent diffusion framework that simultaneously outputs RGB images and depth maps, applied in digital content creation

Model Features

Dual-Modal Output
Simultaneously generates RGB images and corresponding depth maps for 3D content construction
High-Quality Generation
Excellent performance on metrics like FID (27.82) and CLIP (26.61)
Depth Awareness
Depth map generation achieves low absolute relative error of only 0.0911

Model Capabilities

Text-to-image generation
Depth map prediction
3D scene construction
Multimodal output

Use Cases

Digital Entertainment
Game Scene Generation
Automatically generates RGB and depth information for game scenes from text descriptions
Enables rapid 3D game asset creation
Architectural Design
Architectural Visualization
Generates architectural renderings and depth information from text descriptions
Supports 360-degree view application development
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
© 2025AIbase