Update README.md

README.md

@@ -17,7 +17,6 @@ Per INRIA, if you use this dataset, please cite the following paper:
 > "Hamming Embedding and Weak Geometry Consistency for Large Scale Image Search"  
 > Proceedings of the 10th European Conference on Computer Vision, October 2008.
 
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 ## Dataset Details
 
@@ -44,10 +43,14 @@ The dataset supports retrieval tasks where given a query image, the goal is to f
 
 This uses a [Kaggle Version](https://www.kaggle.com/datasets/vadimshabashov/inria-holidays/data) to pull the data.
 
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-
 ## Example Usage
 
+You need to have `kagglehub` to run this download:
+
+```bash
+pip install kagglehub
+```
+
 ```python
 from datasets import load_dataset
 
@@ -65,19 +68,15 @@ example["query"].show()
 example["similar"][0].show()
 ```
 
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 ## License and Disclaimer
 
 This dataset is provided "as is" by INRIA without any warranties or guarantees. Users assume all responsibility for how they use the dataset.
 
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 ## Contact and Support
 
 For questions or issues regarding the dataset, please refer to the original INRIA Holidays dataset webpage or contact INRIA.
 
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 ## Citation in BibTeX format