Update README.md

README.md

@@ -10,43 +10,52 @@ pretty_name: scburning
 size_categories:
 - 10K<n<100K
 ---
+## 💾 Data
 This dataset was used for implementation of an ensemble model for sugar cane burning detection in North and Central Coast of Peru. 
 For more information, please visit the [project](https://github.com/jfloresf17/scburning)
 
-To download the dataset, run the following command:
+To download it, use the following commands:
+
 ```bash
 git clone https://huggingface.co/datasets/jfloresf/scburning
 cd scburning
 ```
 
-Revert the multipart compression: merge first, then untar
+Revert the multipart compression by merging and extracting:
+
 ```bash
 cat database/database.tar.* | tar -xzvf - -i
 cat inference/emergencies/emergencies.tar.* | tar -xzvf - -i
 cat inference/pilot/pilot.tar.* | tar -xzvf - -i
 ```
 
-<div style="text-align: justify;">
-Consists in 1,054 images of 512x512 pixels with different
-folders: 
+The dataset consists of 1,054 images (🖼 512x512 pixels), organized into different folders:
 
+- **Sentinel-2 10 bands** (`S2`)
+- **Normalized Burn Ratio** (`nbr`)
+- **Burned Area Detection Index** (`badi`)
+- **Slope in percentage** (`slope`)
+- **Normalized Difference Vegetation Index** (`ndvi`)
+- **Normalized Difference Water Index** (`ndwi`)
+- **Distance to Crop Cover** (`dlc`)
+- **Ground Truth** (`target`)
 
-Sentinel-2 10 bands ('S2'), Normalized Burn Ratio ('nbr'), Burned Area Detection Index ('badi'), Slope in percentage ('slope'), Normalized Difference Vegetation Index ('ndvi'), Normalized Difference Water Index ('ndwi'), Distance to Crop Cover ('dlc'), Ground Truth ('target') according the following structure:
-</div>
+Additionally, the dataset includes the **emergencies** (`58 images`) and **pilot** (`30 images`) folders for inference purposes with the same structure, except for the **Ground Truth** subfolder.
 
+### Folder Structure
 ```
 database/
 ├── badi/
-│   ├── ROI_0000_01_04__..._20201008T082324.tif 
+│   ├── ROI_0000_01_04__..._20201008T082324.tif
 |   ├── ...
 ├── dlc/
 │   ├── ROI_0000_01_04__..._20201008T082324.tif
 |   ├── ...
 ├── nbr/
-│   ├── ROI_0000_01_04__..._20201008T082324.tif 
+│   ├── ROI_0000_01_04__..._20201008T082324.tif
 |   ├── ...
 ├── ndvi/
-│   ├── ROI_0000_01_04__..._20201008T082324.tif 
+│   ├── ROI_0000_01_04__..._20201008T082324.tif
 |   ├── ...
 |── ndwi/
 |   ├── ROI_0000_01_04__..._20201008T082324.tif
@@ -54,10 +63,10 @@ database/
 |── slope/
 |   ├── ROI_0000_01_04__..._20201008T082324.tif
 |   ├── ...
-|── S2/ 
+|── S2/
 |   ├── ROI_0000_01_04__..._20201008T082324.tif
 |   ├── ...
 |── target/
-|   ├── ROI_0000_01_04__..._20201008T082324.tif 
+|   ├── ROI_0000_01_04__..._20201008T082324.tif
 |   ├── ...
-```
+```