Update README.md

README.md

@@ -1,88 +1,117 @@
----
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: label
-    dtype:
-      class_label:
-        names:
-          '0': Sample001
-          '1': Sample002
-          '2': Sample003
-          '3': Sample004
-          '4': Sample005
-          '5': Sample006
-          '6': Sample007
-          '7': Sample008
-          '8': Sample009
-          '9': Sample010
-          '10': Sample011
-          '11': Sample012
-          '12': Sample013
-          '13': Sample014
-          '14': Sample015
-          '15': Sample016
-          '16': Sample017
-          '17': Sample018
-          '18': Sample019
-          '19': Sample020
-          '20': Sample021
-          '21': Sample022
-          '22': Sample023
-          '23': Sample024
-          '24': Sample025
-          '25': Sample026
-          '26': Sample027
-          '27': Sample028
-          '28': Sample029
-          '29': Sample030
-          '30': Sample031
-          '31': Sample032
-          '32': Sample033
-          '33': Sample034
-          '34': Sample035
-          '35': Sample036
-          '36': Sample037
-          '37': Sample038
-          '38': Sample039
-          '39': Sample040
-          '40': Sample041
-          '41': Sample042
-          '42': Sample043
-          '43': Sample044
-          '44': Sample045
-          '45': Sample046
-          '46': Sample047
-          '47': Sample048
-          '48': Sample049
-          '49': Sample050
-          '50': Sample051
-          '51': Sample052
-          '52': Sample053
-          '53': Sample054
-          '54': Sample055
-          '55': Sample056
-          '56': Sample057
-          '57': Sample058
-          '58': Sample059
-          '59': Sample060
-          '60': Sample061
-          '61': Sample062
-  splits:
-  - name: train
-    num_bytes: 73956435.184
-    num_examples: 6136
-  - name: validation
-    num_bytes: 18902272.208
-    num_examples: 1564
-  download_size: 95517369
-  dataset_size: 92858707.392
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
----
+---
+dataset_info:
+  features:
+  - name: image
+    dtype: image
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': Sample001
+          '1': Sample002
+          '2': Sample003
+          '3': Sample004
+          '4': Sample005
+          '5': Sample006
+          '6': Sample007
+          '7': Sample008
+          '8': Sample009
+          '9': Sample010
+          '10': Sample011
+          '11': Sample012
+          '12': Sample013
+          '13': Sample014
+          '14': Sample015
+          '15': Sample016
+          '16': Sample017
+          '17': Sample018
+          '18': Sample019
+          '19': Sample020
+          '20': Sample021
+          '21': Sample022
+          '22': Sample023
+          '23': Sample024
+          '24': Sample025
+          '25': Sample026
+          '26': Sample027
+          '27': Sample028
+          '28': Sample029
+          '29': Sample030
+          '30': Sample031
+          '31': Sample032
+          '32': Sample033
+          '33': Sample034
+          '34': Sample035
+          '35': Sample036
+          '36': Sample037
+          '37': Sample038
+          '38': Sample039
+          '39': Sample040
+          '40': Sample041
+          '41': Sample042
+          '42': Sample043
+          '43': Sample044
+          '44': Sample045
+          '45': Sample046
+          '46': Sample047
+          '47': Sample048
+          '48': Sample049
+          '49': Sample050
+          '50': Sample051
+          '51': Sample052
+          '52': Sample053
+          '53': Sample054
+          '54': Sample055
+          '55': Sample056
+          '56': Sample057
+          '57': Sample058
+          '58': Sample059
+          '59': Sample060
+          '60': Sample061
+          '61': Sample062
+  splits:
+  - name: train
+    num_bytes: 73956435.184
+    num_examples: 6136
+  - name: validation
+    num_bytes: 18902272.208
+    num_examples: 1564
+  download_size: 95517369
+  dataset_size: 92858707.392
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: validation
+    path: data/validation-*
+task_categories:
+- image-classification
+language:
+- en
+pretty_name: Chars74k
+size_categories:
+- 1K<n<10K
+---
+
+## Chars74k
+
+The "Good" subset of the "English" subset of the Chars74k dataset split into training and validation sets.
+
+The validation set was created to match the label distribution of the training set.
+
+62 classes (0-9, A-Z, a-z)
+
+Dataset page: https://teodecampos.github.io/chars74k/
+
+Paper describing the dataset:   
+https://www.semanticscholar.org/paper/Character-Recognition-in-Natural-Images-Campos-Babu/dbbd5fdc09349bbfdee7aa7365a9d37716852b32
+
+5 images where removed due to poor quality.
+
+Lable distribution:
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/62e26d05fb4a692673b3569a/ZvllFAQgS09s8pSrIvf4N.png)
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/62e26d05fb4a692673b3569a/TtC_gAK12lUMsNWdHRel7.png)