Update README.md

README.md

@@ -1,19 +1,43 @@
 ---
-dataset_info:
+configs:
+- config_name: default
+  default: true
   features:
   - name: image
     dtype: image
   - name: label
-    dtype: int64
-  splits:
-  - name: train
-    num_bytes: 515130012
-    num_examples: 1720
-  download_size: 521022778
-  dataset_size: 515130012
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+    dtype:
+      class_label:
+        names:
+          '0': ALTERNARIA LEAF SPOT
+          '1': HEALTHY
+          '2': LEAF SPOT
+          '3': ROSETTE
+          '4': RUST
+license: cc-by-4.0
+task_categories:
+- image-classification
+size_categories:
+- 1K<n<10K
 ---
+
+# Groundnut Leaf Disease Classification
+
+A dataset for image classification of Groundnut Leaf Disease Classification. The dataset contains 1,720 images across 5 classes: ALTERNARIA LEAF SPOT, HEALTHY, LEAF SPOT, ROSETTE, RUST.  
+Images per class:
+- ALTERNARIA LEAF SPOT: 450
+- HEALTHY: 600
+- LEAF SPOT: 450
+- ROSETTE: 100
+- RUST: 120
+
+This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
+
+## Citation
+
+```bibtex
+<!-- TODO: add BibTeX citation -->
+```
+
+<!-- TODO: add plain text citation -->
+