D

Depthmaster

Developed by zysong212
DepthMaster is a refined single-step diffusion model that customizes generative features from diffusion models for discriminative depth estimation tasks.
Downloads 50
Release Time : 1/14/2025

Model Overview

DepthMaster optimizes monocular depth estimation through feature alignment and Fourier enhancement modules, demonstrating state-of-the-art zero-shot performance and exceptional detail preservation.

Model Features

Feature Alignment Module
Reduces overfitting to textures and improves depth estimation accuracy
Fourier Enhancement Module
Optimizes fine-grained details to enhance the precision of depth maps
Zero-shot Performance
Demonstrates state-of-the-art zero-shot performance, adaptable to various scenarios

Model Capabilities

Monocular depth estimation
Detail preservation
Zero-shot learning

Use Cases

Computer Vision
3D Scene Reconstruction
Generates depth maps from single images for 3D scene reconstruction
Provides high-precision depth information
Augmented Reality
Offers real-time depth estimation for AR applications
Enhances the fusion effect of virtual objects with real scenes
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
© 2025AIbase