Update README.md

README.md

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 license: apache-2.0
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-# Vision image transformer fine-tuned on the stanford car dataset
+# ViT Fine-tuned on Stanford Car Dataset
 
 Base model: https://huggingface.co/google/vit-base-patch16-224
 
-This achieves around 82% on the testing set from my testing
+This achieves around 82% on the testing set
+
+
+Dataset Description: 
+
+The car dataset contains 16,185 images of 196 classes of cars. The data is split into 8,144 training images and 8,041 testing images. It is a popular choice in computer vision.
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+
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+Citations: 
+
+3D Object Representations for Fine-Grained Categorization
+Jonathan Krause, Michael Stark, Jia Deng, Li Fei-Fei
+4th IEEE Workshop on 3D Representation and Recognition, at ICCV 2013 (3dRR-13). Sydney, Australia. Dec. 8, 2013.