The Flux-ControlNet-Canny model by XLabs-AI is a specialized version of the Flux model that integrates ControlNet with Canny edge detection. This model is designed to enhance image generation tasks by providing more control over the output through edge maps.
Key Features
- ControlNet Integration: This model uses ControlNet to help control the image generation process.
- Canny Edge Detection: It uses Canny edge detection to create edge maps that guide the image creation.
- High-Resolution Training: The model is trained on high-resolution images, making it capable of producing detailed images.
Usage
- Inference: You can use this model to generate images by providing an edge map and a text prompt. The model will create an image based on the edges and the text description.
- Training: The model can be fine-tuned with custom datasets. These datasets should have images and text prompts in JSON files.