Update README.md

README.md

@@ -12,4 +12,50 @@ tags:
 size_categories:
 - 10K<n<100K
 pretty_name: Grape Leaf Disease Augmented Dataset
----
+---
+
+# 🍇🍃 Grape Leaf Disease Augmented Dataset`
+
+## Information
+
+This dataset consists of 18,054 grape leaf images across 4 class (ESCA, Leaf Blight, Black Rot, Healthy) for use in image classification tasks.
+
+Dataset has been created as a modification to the original dataset from the PlantVillage dataset: https://www.kaggle.com/datasets/abdallahalidev/plantvillage-dataset
+
+The images have been used from this dataset: https://www.kaggle.com/datasets/rm1000/grape-disease-dataset-original/data
+
+This dataset has been created and used as a part of the work on a bachelor thesis.
+
+---
+
+## Supported Tasks
+
+- `image-classification`
+
+---
+
+## Dataset Structure
+The dataset consists of 4 classes, with the following distribution across the training and test sets:
+
+### Class Distribution
+
+| Class Name       | Train | Test | Total |
+|------------------|-------|------|-------|
+| Black Rot        | 3,776 | 944  | 4,720 |
+| ESCA             | 3,840 | 960  | 4,800 |
+| Leaf Blight      | 3,444 | 860  | 4,304 |
+| Healthy          | 3,384 | 846  | 4,230 |
+| **Total**        |14,444 | 3,610 |18,054 |
+
+## Dataset Creation
+
+### Original Sources
+
+- https://www.kaggle.com/datasets/abdallahalidev/plantvillage-dataset
+- https://www.kaggle.com/datasets/rm1000/grape-disease-dataset-original/data
+
+### Creation Process
+
+This dataset has been created using OpenCV Python library.
+Background pictures were taken in the region of Bratislava, Slovakia in January 2025.
+