Update README.md

README.md

@@ -31,3 +31,93 @@ dataset_info:
   download_size: 93987179
   dataset_size: 87998673.69999999
 ---
+
+# Dataset Card for EuroSat
+
+## Table of Contents
+- [How to Use](#How-to-Use)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Additional Information](#additional-information)
+  - [Licensing Information](#licensing-information)
+
+
+## How to Use
+
+- Install [datasets](https://pypi.org/project/datasets/):
+
+```bash
+pip install datasets
+```
+- How to use in Python
+```py
+from datasets import load_dataset
+train_data = load_dataset("Honaker/eurosat_dataset", split="train")
+```
+
+## Dataset Description
+- **Homepage:** https://zenodo.org/record/7711810#.ZAm3k-zMKEA
+
+### Dataset Summary
+EuroSat is an image classification dataset with 10 different classes on satellite imagery. There is over 27,000 labeled images.
+
+
+## Dataset Structure
+
+The dataset is structured as follows:
+```py
+DatasetDict({
+    train: Dataset({
+        features: ['image', 'labels'],
+        num_rows: 21600
+    })
+    validation: Dataset({
+        features: ['image', 'labels'],
+        num_rows: 2700
+    })
+    test: Dataset({
+        features: ['image', 'labels'],
+        num_rows: 2700
+    })
+})
+```
+
+### Data Instances
+
+An example of the data for one image is:
+```py
+{
+ 'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=64x64>,
+ 'labels': 0
+}
+ ```
+ 
+ With the type of each field being defined as:
+ ```py
+{
+ 'image': <PIL.JpegImagePlugin.JpegImageFile>,
+ 'labels': Integer
+```
+### Data Fields
+
+The dataset has the following fields:
+
+ - 'image': Satellite image that is of type <PIL.TiffImagePlugin.TiffImageFile image>
+ - 'labels': the label of the Satellite image as an integer
+
+### Data Splits
+
+|                | Train  | Validation | Test |
+|----------------|--------|------------|------|
+| Images         | 21600  | 2700       | 2700    |
+
+
+## Additional Information
+
+### Licensing Information
+EuroSat is licensed under a MIT
+