Task
Text To Image
C
xinsir/controlnet-canny-sdxl-1.0
Text To Image·xinsir· 19.8K· 200
Hello, I am very happy to announce the controlnet-canny-sdxl-1.0 model, a very powerful controlnet that can generate high resolution images visually comparable with midjourney. The model was trained with large amount of high quality data(over 10000000 images), with carefully filtered and captioned(powerful vllm model). Besides, useful tricks are applied during the training, including date augmen
# pull & run locally
pip install mlforge-sdk && mlforge pull xinsir/controlnet-canny-sdxl-1.0
pip install mlforge-sdk && mlforge pull xinsir/controlnet-canny-sdxl-1.0
Model details
Provider
xinsir
Framework
diffusers
Size
4.7 GB
License
apache-2.0
Downloads
19.8K
Likes
200
Paper
arXiv:2302.05543
Updated
2024-07-09
About xinsir/controlnet-canny-sdxl-1.0
Hello, I am very happy to announce the controlnet-canny-sdxl-1.0 model, a very powerful controlnet that can generate high resolution images visually comparable with midjourney. The model was trained with large amount of high quality data(over 10000000 images), with carefully filtered and captioned(powerful vllm model). Besides, useful tricks are applied during the training, including date augmentation, mutiple loss and multi resolution. With only 1 stage training, the performance outperforms the other opensource canny models ([diffusers/controlnet-canny-sdxl-1.0], [TheMistoAI/MistoLine]). I release it and hope to advance the application of stable diffusion models. Canny is one of the most important ControlNet series models and can be applied to many jobs associated with drawing and designing.