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T2i Adapter Depth Zoe Sdxl 1.0

Developed by TencentARC
T2I Adapter is a network that provides additional conditional control for stable diffusion models. This checkpoint offers depth condition control for the StableDiffusionXL model.
Downloads 3,663
Release Time : 9/3/2023

Model Overview

A T2I Adapter trained based on Zoe depth estimation, designed to provide depth condition control for the Stable Diffusion XL model, generating images that conform to depth structures.

Model Features

Depth Condition Control
Provides precise depth information control through Zoe depth estimation, ensuring generated images conform to the input depth structure.
Lightweight Adapter
A lightweight adapter network with only 79M parameters, efficiently compatible with the 2.6B-parameter SDXL model.
High-Quality Generation
Trained on the LAION-Aesthetics V2 dataset, supporting high-resolution image generation.

Model Capabilities

Depth-Conditioned Image Generation
Text-to-Image Conversion
High-Resolution Image Generation
Image Structure Control

Use Cases

Creative Design
Product Concept Design
Generate product concept images based on depth maps and text descriptions.
Achieves creative designs while preserving the original depth structure.
Scene Reconstruction
Reconstruct 2D renderings of 3D scenes based on depth maps.
Accurately maintains the spatial relationships of scenes.
Artistic Creation
Depth-Guided Art Creation
Artists can control depth maps to guide AI in generating artworks with specific structures.
Achieves precise integration of artistic creativity and AI generation.
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