Type | Other |
Stats | 6,156 |
Reviews | |
Published | Nov 27, 2023 |
Base Model | |
Hash | AutoV2 1490974F5C |
The goal of this point is to find a face of any type of generation, including realistic, anime, and anthro characters.
PLEASE NOTE THE DATABASE TYPE DOES NOT MATTER. I have adjusted each version to include a different database version for search ability, but these are diffusion agnostic. It's all about detecting a face no matter what.
This is a bbox detection YOLOv8 model. This does not improve your image on its own and must be used as a part of the 'adetailer' extension for WebUI, found at https://github.com/Bing-su/adetailer or 'uddetailer' found at https://github.com/wkpark/uddetailer. It is to be used to find any type of face in a image so that you can infill that part of the image. Right now it is better suited for finding faces that the other pre-installed databases seem to miss. (ex. face_yolov8n.pt, face_yolov8s.pt, mediapipe_face_full). If those did not work for you, mine probably will.
This is my first model and first item I have made I feel confident in that others may find it useful. I found out that these adetailer databases are actually part of something that I was already working on.
Right now it is not trained on realistic animals or common mistakes, but I have seen my desired success rate already. Please let me know if you continually get a false positive (what you and I know probably should not be a face).
I realized to late that I focused to hard on if I could, that I didn't stop to think if I should. Now I am making a new data set and I have to re-tag all my 'facial' data... The next one will have classes. There are some rumblings that adetailer may be able to pick and choose which classes of detection to remake.
Later if I can work this out I'll probably move on to segmentation, time willing. I have met challenges with this with my tools.
Please feel free to provide your feedback on which faces it seems to miss or what false positive you find, as I want to continue to improve this model to find Only faces :)