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README.md

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 **Homepage:** https://cvml.ista.ac.at/AwA2/
 
 **IMPORTANT NOTES**
-- This HF dataset downloads the images, and loads the image instances with class-level annotations.
+- This HF dataset downloads the dataset (https://cvml.ista.ac.at/AwA2/AwA2-data.zip), and loads the image instances with class-level annotations.
 - The "train" split in this HF dataset contains all the images. For the original proposed splits and the proposed splits version 2.0, please refer to [here](https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/research/zero-shot-learning/zero-shot-learning-the-good-the-bad-and-the-ugly/).
-- Images and License can be downloaded from: https://cvml.ista.ac.at/AwA2/AwA2-data.zip
+- License files is also included in the downloaded dataset (https://cvml.ista.ac.at/AwA2/AwA2-data.zip)
 
 
 **Paper Citation:**