Upload README.md

README.md

@@ -1,8 +1,67 @@
-# Crop Type Classification Earth Observation Dataset of Belgium
+---
+dataset_info:
+  features:
+  - name: id
+    dtype: string
+  - name: B02
+    dtype: image
+  - name: B03
+    dtype: image
+  - name: B04
+    dtype: image
+  - name: B05
+    dtype: image
+  - name: B06
+    dtype: image
+  - name: B07
+    dtype: image
+  - name: B08
+    dtype: image
+  - name: B11
+    dtype: image
+  - name: B12
+    dtype: image
+  - name: lon_min
+    dtype: float32
+  - name: lon_max
+    dtype: float32
+  - name: lat_min
+    dtype: float32
+  - name: lat_max
+    dtype: float32
+  - name: unclassified_space
+    dtype: float32
+configs:
+- config_name: default
+license: cc-by-4.0
+task_categories:
+- image-segmentation
+language:
+- en
+tags:
+- belgium
+- satellite
+- eo
+- crop
+pretty_name: Satellite Earth Observation Crop Type Segmentation
+---
 
-## Copyrights and Data Sources
+# Crop Type Segmentation Earth Observation Dataset of Belgium
 
+This dataset is a ML ready dataset with Earth Observation data from ESA Sentinel-2 with a GSD of 10m. The segmentation labels are given for the crop-type in each 10m pixel. The spectral bands provided are those suggest in ESA WorldCereal documentation (Bands: 2,3,4,5,6,7,8,11,12). The dataset covers the majority of Belgium. Each image is 256x256 pixels.
 
+## Description
+
+- **Input data source:** Sentinel-2 Satellite Imagery from ESA (Bands: 2,3,4,5,6,7,8,11,12)
+- **Label data source:** [ESA WorldCereal dataset](https://worldcereal-rdm.geo-wiki.org/collections/details/?id=2018beflandersfullpoly110) originally created by [Department of Agriculture and Fisheries of the Flemish government (Belgium)](https://lv.vlaanderen.be/en)
+- **Input data date:** 29/06/2018 to 01/07/2018
+- **Label data date:** 01/06/2018
+- **Author of this dataset** Robert Cowlishaw ([0x365](https://github.com/0x365))
+
+
+## Licensing Information
+
+The dataset is available under the [Creative Commons License (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/). Please read further information about the datasets used to build this one to correctly credit the data creators [here](./license/LICENSE_INFO.md).
 
 ## Labels