An image and mask must be provided as input. The mask is a PNG with an erased area to be inpainted. Uses controlnet++ for image editing.

ControlNet++: All-in-one ControlNet for image generations and editing!

ProMax Model has released!! 12 control + 5 advanced editing, just try it!!!

Use bucket training like novelai, can generate high resolutions images of any aspect ratio
Use large amount of high quality data(over 10000000 images), the dataset covers a diversity of situation
Use re-captioned prompt like DALLE.3, use CogVLM to generate detailed description, good prompt following ability
Use many useful tricks during training. Including but not limited to date augmentation, mutiple loss, multi resolution
Use almost the same parameter compared with original ControlNet. No obvious increase in network parameter or computation.
Support 10+ control conditions, no obvious performance drop on any single condition compared with training independently
Support multi condition generation, condition fusion is learned during training. No need to set hyperparameter or design prompts.
Compatible with other opensource SDXL models, such as BluePencilXL, CounterfeitXL. Compatible with other Lora models.