Datasets:

AnaChikashua
/

handwriting

Tasks:

Image Classification

Modalities:

Formats:

Languages:

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AnaChikashua commited on Jun 15, 2023

Commit

e34a884

•

1 Parent(s): e7c3106

Update handwriting_dataset.py

Files changed (1) hide show

handwriting_dataset.py +6 -4

handwriting_dataset.py CHANGED Viewed

@@ -1,5 +1,5 @@
 import datasets
 logger = datasets.logging.get_logger(__name__)
 _CITATION = """\
@@ -22,12 +22,14 @@ class HandwritingData(datasets.GeneratorBasedBuilder):
             citation=_CITATION,
             features=datasets.Features(
                 {"text": datasets.Value("string"),
-                 "char": datasets.Value("string"),
                  "image": datasets.Image()
                  }
             ),
-            supervised_keys=None,
-            homepage="https://huggingface.co/datasets/AnaChikashua/handwriting"
         )
     def _split_generators(self, dl_manager):

 import datasets
+_NAMES = ['ა', 'ბ', 'გ', 'დ', 'ე', 'ვ', 'ზ', 'თ', 'ი', 'კ', 'ლ', 'მ', 'ნ', 'ო', 'პ', 'ჟ', 'რ', 'ს', 'ტ', 'უ', 'ფ', 'ქ', 'ღ', 'ყ', 'შ', 'ჩ', 'ც', 'ძ', 'წ', 'ჭ', 'ხ', 'ჯ', 'ჰ']
 logger = datasets.logging.get_logger(__name__)
 _CITATION = """\
             citation=_CITATION,
             features=datasets.Features(
                 {"text": datasets.Value("string"),
+                 "label": datasets.ClassLabel(names=_NAMES),
                  "image": datasets.Image()
                  }
             ),
+            supervised_keys=("image", "label"),
+            homepage="https://huggingface.co/datasets/AnaChikashua/handwriting",
+            task_templates=[datasets.ImageClassification(image_column="image", label_column="label")],
         )
     def _split_generators(self, dl_manager):