Update README.md

README.md

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----
-license: gpl-2.0
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: label
-    dtype:
-      class_label:
-        names:
-          '0': Butterfly
-          '1': Cat
-          '2': Chicken
-          '3': Cow
-          '4': Dog
-          '5': Elephant
-          '6': Horse
-          '7': Sheep
-          '8': Spider
-          '9': Squirrel
-  splits:
-  - name: train
-    num_bytes: 300304734.49
-    num_examples: 23554
-  download_size: 318523927
-  dataset_size: 300304734.49
----
+---
+license: gpl-2.0
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+dataset_info:
+  features:
+  - name: image
+    dtype: image
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': Butterfly
+          '1': Cat
+          '2': Chicken
+          '3': Cow
+          '4': Dog
+          '5': Elephant
+          '6': Horse
+          '7': Sheep
+          '8': Spider
+          '9': Squirrel
+  splits:
+  - name: train
+    num_bytes: 300304734.49
+    num_examples: 23554
+  download_size: 318523927
+  dataset_size: 300304734.49
+---
+
+# Rapidata Animals-10
+
+We took this existing Animals-10 dataset from [kaggle](https://www.kaggle.com/datasets/alessiocorrado99/animals10) and cleaned it using Rapidata's crowd, as detailed in this [blog post](https://rapidata.ai/blog/animal-classification).
+
+## Dataset Details
+
+10 classes: Butterfly, Cat, Chicken, Cow, Dog, Elephant, Horse, Sheep Spider, Squirrel
+23554 Images
+
+In total, 124k labels were collected by human annotators, so each image is cross-validated on average by 5 independent annotators.
+
+- **Curated by:** [canwiper]
+- **Funded by:** [Rapidata]
+- **License:** [gpl-2.0]
+
+### Dataset Sources
+
+<!-- Provide the basic links for the dataset. -->
+
+- **Blog Post:** [blog post](https://rapidata.ai/blog/animal-classification)
+
+## Dataset Structure
+
+Structured by folders named after each of the 10 different animals.
+
+### Source Data
+
+https://www.kaggle.com/datasets/alessiocorrado99/animals10
+
+## Dataset Contact
+
+marian@rapidata.ai