flux-controlnet-canny

flux-controlnet-canny model

target audience

This model is suitable for designers, artists and creative workers who need to quickly transform text descriptions into visual images. It can effectively improve work efficiency and stimulate creative inspiration.

Usage scenario examples

Designer: Use the model to generate concept art based on the description.

Artist: Use models to create unique visual works.

Advertising agencies: Use mockups to quickly create advertising images.

Product features

Supports generating high-quality images from text descriptions.

Use LoRA and ControlNet technology for model fine-tuning.

Provides trained model checkpoints for users to test.

The training dataset contains .json files of text prompts.

Users can test model generation images through the command line.

Tutorial

Step 1

Download and install the necessary software and libraries.

Step 2

Visit XLabs AI’s GitHub page for training scripts and configurations.

Step 3

Prepare the training dataset, making sure to include a .json file with text hints.

Step 4

Test model generation using the provided command line instructions.

Step 5

Adjust model parameters as needed to optimize generation results.

Step 6

Use the resulting images in designs or artistic creations.