Update README.md

README.md

@@ -14,23 +14,21 @@ model-index:
 should probably proofread and complete it, then remove this comment. -->
 
 # vogue-fashion-collection-15-nobg
-
-This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
-It achieves the following results on the evaluation set:
-- Loss: 0.5880
-- Accuracy: 0.8403
-
 ## Model description
+This model classifies an image into a fashion collection. It is trained on the [tonyassi/vogue-runway-top15-512px-nobg](https://huggingface.co/datasets/tonyassi/vogue-runway-top15-512px-nobg) dataset and fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k).
 
-More information needed
 
-## Intended uses & limitations
-
-More information needed
+## Dataset description
+[tonyassi/vogue-runway-top15-512px-nobg](https://huggingface.co/datasets/tonyassi/vogue-runway-top15-512px-nobg)
+- 15 fashion houses
+- 1679 collections
+- 87,547 images
+- No background
 
 ## Training and evaluation data
-
-More information needed
+It achieves the following results on the evaluation set:
+- Loss: 0.5880
+- Accuracy: 0.8403
 
 ## Training procedure