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Controlnet Sd Xl 1.0 Depth 16bit Zoe
A ControlNet model trained on Stable Diffusion XL 1.0, specializing in depth map generation. It is recommended to use the Zoe preprocessor for image processing.
Downloads 2,692
Release Time : 8/13/2023
Model Overview
This model is a ControlNet weight designed to enhance the depth map generation capability of Stable Diffusion XL 1.0, particularly suitable for image generation tasks requiring precise depth control.
Model Features
Depth Map Control
Generate depth maps via the Zoe preprocessor to precisely control the spatial structure of image generation.
SD XL 1.0 Compatibility
Trained on the latest Stable Diffusion XL 1.0 model, providing high-quality image generation.
Diverse Prompt Support
Supports a wide range of text prompts, enabling the generation of diverse image content.
Model Capabilities
Text-to-Image Generation
Depth Map Generation
Image Structure Control
High-Resolution Image Generation
Use Cases
Creative Design
Animal Scene Generation
Generate images of animals in specific environments, such as 'a black-and-white cat lying on a keyboard'.
Maintain animal morphology while precisely controlling scene layout.
Scene Design
Generate specific scenes like 'a wooden bench placed in the center of a forest'.
Accurate spatial layout and perspective relationships.
Product Showcase
Product Rendering
Generate product display images, such as 'ripe bananas placed on a wooden table'.
Precise product shape and placement.
Scene Simulation
Traffic Scenes
Generate traffic scenes like 'a large jet airliner parked on an airport runway'.
Accurate aircraft form and runway perspective.
Sports Scenes
Generate sports scenes like 'two girls playing soccer on a field'.
Accurate character poses and spatial relationships.
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