Update README.md

README.md

@@ -14,7 +14,7 @@ metrics:
 - mAP50-95
 ---
 # Description
-YOLOs in this repo are trained with datasets that i have annotated myself. YOLOs on open datasets will have their own pages.
+YOLOs in this repo are trained with datasets that i have annotated myself, or with the help of my friends(They will be appropriately mentioned in those cases). YOLOs on open datasets will have their own pages.
 #### Want to request a model?
 Im open to commissions, hit me up in Discord - **anzhc**
 ## Available Models  
@@ -50,21 +50,31 @@ Benchmark was performed in 640px.
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b43d29fe04b13f46c8988/T5Q_mPJ8Ag6jfkaTpmNlM.png)
 
-### Eyes segmnetation:
-PLACEHOLDER
+### Eyes segmentation:
+Was trained for the purpose of inpainting eyes with Adetailer extension, and specializes on detecting anime eyes, particularly - sclera area, without adding eyelashes and outer eye area to detection.
+Current benchmark is likely inaccurate (but it is all i have), due to data being re-scrambled multi times (dataset expansion for future versions).
 
 | Model                       | Target                | mAP 50                        | mAP 50-95                 |Classes        |Dataset size|Training Resolution|
 | --------------------------- | --------------------- | ----------------------------- | ------------------------- |---------------|------------|-------------------|
-  | Anzhcs ManFace v02 1024 y8n.pt     | Face: real   | 0.883(box),0.883(mask)        | 0.778(box), 0.704(mask)   |1(face)        |~340        |1024|
-  | Anzhcs WomanFace v05 1024 y8n.pt   | Face: real   | 0.82(box),0.82(mask)          | 0.713(box), 0.659(mask)   |1(face)        |~600        |1024|
+  | Anzhc Eyes -seg-hd.pt     | Eyes: illustration   | 0.925(box),0.868(mask)        | 0.721(box), 0.511(mask)   |1(eye)        |~500(?)       |1024|
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b43d29fe04b13f46c8988/o3zjKGjbXsx0NyB5PNJfM.png)
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b43d29fe04b13f46c8988/WIPhP4STirM62b1qBUJWf.png)
 
 ### Head+Hair segmentation:
-PLACEHOLDER
+An old model (one of my first). Detects head + hair. Can be useful in likeness inpaint pipelines that need to be automated.
 
 | Model                       | Target                | mAP 50                        | mAP 50-95                 |Classes        |Dataset size|Training Resolution|
 | --------------------------- | --------------------- | ----------------------------- | ------------------------- |---------------|------------|-------------------|
-  | Anzhcs ManFace v02 1024 y8n.pt     | Face: real   | 0.883(box),0.883(mask)        | 0.778(box), 0.704(mask)   |1(face)        |~340        |1024|
-  | Anzhcs WomanFace v05 1024 y8n.pt   | Face: real   | 0.82(box),0.82(mask)          | 0.713(box), 0.659(mask)   |1(face)        |~600        |1024|
+  | Anzhc HeadHair seg y8n.pt   | Head: illustration(maybe real?)   | 0.775(box),0.777(mask)        | 0.576(box), 0.552(mask)   |1(head)        |~3180        |640|
+  | Anzhc HeadHair seg y8m.pt   | Head: illustration(maybe real?)   | 0.867(box),0.862(mask)          | 0.674(box), 0.626(mask)   |1(head)        |~3180        |640|
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b43d29fe04b13f46c8988/Ic2n8gU4Kcod0XwQ9jzw8.png)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/633b43d29fe04b13f46c8988/oHm-Z5cOPsi7OfhmMEpZB.png)
 
 ### Breasts segmentation:
 Model for segmenting breasts. Was trained on anime images only, therefore has very weak realistic performance, but still is possible.