Update README.md

README.md

@@ -37,4 +37,30 @@ task_categories:
 - object-detection
 size_categories:
 - n<1K
----
+---
+
+The **IndustrialLateralLoads** dataset is divided into a single split: `loads`. This split contains the following:
+
+- A folder with all the images: `imgs`
+- A folder containing a `.txt` file for each image, where each row corresponds to a load with its bounding box annotation: `annotations`
+
+---
+
+**Remark:** Each row in a `.txt` file follows this format:
+
+`<class_name> <instance_id> <x_min> <y_min> <weight> <height>`,
+
+where the field `<instance_id>` field is not relevant in the currently published dataset, as it is intended for segmentation.
+
+---
+
+### Install Hugging Face datasets package:
+```sh
+pip install datasets
+```
+
+### Download the dataset:
+```python
+from datasets import load_dataset
+dataset = load_dataset("jjldo21/IndustrialLateralLoads")
+```