Update README.md

README.md

@@ -19,10 +19,12 @@ pipeline_tag: feature-extraction
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# SkLIP
+# SkLIPA
 
-SkLIP (Skin CLIP) is a hybrid CLIP model finetuned on the [SkinCAP](https://hf.rst.im/datasets/joshuachou/SkinCAP), a multi-modal dermatology dataset annotated 
-with rich medical captions. It is built witha SciBERT text encoder and the pre-trained CLIP-32 vision encoder.
+SkLIPA (Skin CLIP Anonimised) is a hybrid CLIP model finetuned on the [SkinCAP](https://hf.rst.im/datasets/joshuachou/SkinCAP), a multi-modal dermatology dataset annotated 
+with rich medical captions. It is built with a SciBERT text encoder and the pre-trained CLIP-32 vision encoder.
+
+The anonymisation procedure was designed to remove age and gender information form the textual description of each image, replacing them with `[AGE]` and `[GENDER]` tokens.
 
 ## Model description