Update README.md

Add instruction to download dataset

README.md

@@ -95,4 +95,36 @@ configs:
 
 # AgroSegNet
 
-This dataset comprises synthetic images captured from a top-down perspective, featuring two distinct annotations: one for direct sunlight and another for human and plant segmentation.
+This dataset comprises synthetic images captured from a top-down perspective, featuring two distinct annotations: one for direct sunlight and another for human and plant segmentation.
+
+# Example loader
+
+## Install Hugging Face datasets package
+
+```sh
+pip install datasets
+```
+
+
+## Download the dataset
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("Menchen/AgroSegNet","default") # Change "default" to "default-tiny" to preview and test
+
+```
+
+## Load the data
+
+Images and masks are stored as PIL, for example:
+
+```python
+
+dataset["train"][1]["image"] # PIL image to rendered image
+
+dataset["train"][1]["label"] # PIL image to mask
+
+```
+
+