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Sd15.controlnet.depth
A ControlNet depth adapter model based on Stable Diffusion 1.5, used to control the image generation process through depth maps
Downloads 22
Release Time : 10/8/2024
Model Overview
This model is a depth adapter version of the ControlNet architecture, guiding the Stable Diffusion 1.5 model to generate images that conform to depth structures by using input depth maps as conditional controls. Suitable for image generation tasks requiring precise control of scene geometric structures.
Model Features
Depth Condition Control
Precisely control the geometric structure and scene layout of generated images through input depth maps
Stable Diffusion Compatibility
Based on the Stable Diffusion 1.5 architecture, maintaining the original model's image generation quality
Fine-Grained Control
Allows users to perform fine-grained control over the composition of generated images through depth maps
Model Capabilities
Depth-Conditioned Image Generation
Image-to-Image Translation
Artistic Creation Assistance
Scene Layout Control
Use Cases
Digital Art Creation
Architectural Visualization
Generate artistically styled architectural renderings based on architectural depth maps
Apply different artistic styles while preserving the original structure
Scene Design
Generate scenes with specific spatial layouts by controlling depth information
Precisely control the front-to-back relationships of objects in the scene
Game Development
Concept Art Generation
Quickly generate high-quality game scene concept art based on simple depth sketches
Accelerate the game art development process
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