Update README.md

README.md

@@ -45,6 +45,27 @@ See the official code, paper, and zenodo archive below. Our work has been accept
 [![Code](https://img.shields.io/badge/Code-black?style=flat-square&logo=github)](https://github.com/MehreenMehreen/muharaf) | [![Paper](https://img.shields.io/badge/Paper-black?style=flat-square&logo=arxiv)](https://arxiv.org/abs/2406.09630) | [![Dataset](https://img.shields.io/badge/Dataset-black?style=flat-square&logo=zenodo&logoColor=white&logoSize=auto)](https://zenodo.org/records/11492215)
 :-------------------------:|:-------------------------:|:----
 
+# How to use
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("aamijar/muharaf-public")
+
+# remember to index into the row first to avoid decoding all images at once (https://huggingface.co/docs/datasets/en/image_load#load-image-data)
+print(ds["train"][0]["image"])
+
+# instead of
+```
+
+<strike>
+
+```python
+print(ds["train"]["image"][0])
+```
+
+</strike>
+
 # Citation
 
 If you are using this dataset in your work, please cite our paper below.