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Sd15.controlnet.canny
Edge detection model based on ControlNet architecture for image generation control with Stable Diffusion (SD1.5)
Downloads 27
Release Time : 10/8/2024
Model Overview
This model is an edge detection adapter based on ControlNet v1.1 architecture, specifically designed for Stable Diffusion 1.5 (SD1.5). It controls the image generation process by processing input edge images (such as Canny edge detection results), ensuring the generated images conform to the given edge structures.
Model Features
Edge-conditioned control
Capable of precisely controlling the composition and structure of generated images based on input edge images
Stable Diffusion 1.5 compatibility
Designed specifically for Stable Diffusion 1.5 (SD1.5) model, ensuring seamless integration
ControlNet architecture
Utilizes ControlNet v1.1 architecture, providing efficient conditional control capabilities
Model Capabilities
Edge-guided image generation
Image structure control
Artistic creation assistance
Image-to-image translation
Use Cases
Digital art creation
Sketch to artwork conversion
Transform simple hand-drawn sketches into refined digital artworks
Generates high-quality artistic images while preserving the original sketch structure
Design assistance
Product design concept visualization
Generate multiple design variations based on product outline drawings
Quickly produces various design options while maintaining consistent basic structures
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