update dataset info

.gitignore

@@ -0,0 +1,3 @@
+.env
+Test/
+Train/

dataset_infos.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5430330a15dcce22183f5ea28cc989538156ada15669657341212234d37e67bd
-size 3035
+oid sha256:4ebbf9875e6989bb510fde0ed00fa3bab307a18a3d18ff26277bcaa9190d351e
+size 3249

gtsrb.py

@@ -16,7 +16,7 @@
 # Lint as: python3
 """GTSRB: German Traffic Sign Recognition Benchmark."""
 
-
+import tarfile
 import csv
 import pandas as pd
 
@@ -76,12 +76,17 @@ _FEATURES = datasets.Features({
     "Roi.X2": datasets.Value("uint8"),
     "Roi.Y2": datasets.Value("uint8"),
     "ClassId": datasets.Value("uint8"),
-    "Path": datasets.Value("string"),
+    "Path": datasets.Image("png"),
 })
 
 _URL = "https://github.com/bazylhorsey/gtsrb/archive/refs/tags/0.0.0.tar.gz"
 
 
+# importing the "tarfile" module
+  
+# open file
+# file = tarfile.open("https://github.com/bazylhorsey/gtsrb/archive/refs/tags/0.0.0.tar.gz")
+# file.extractall('temp')
 
 
 class GTSRBConfig(datasets.BuilderConfig):
@@ -112,15 +117,15 @@ class GTSRB(datasets.GeneratorBasedBuilder):
             features=_FEATURES,
             # No default supervised_keys (as we have to pass both question
             # and context as input).
-            supervised_keys=None,
+            supervised_keys=["ClassId"],
             homepage="https://benchmark.ini.rub.de/gtsrb_news.html",
             citation=_CITATION,
             license="gnu public license",
         )
 
     def _split_generators(self, dl_manager):
-        # downloaded_files = dl_manager.download_and_extract(_URLS)
-        # print(downloaded_files)
+        files = dl_manager.download_and_extract(_URL)
+        print(files)
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN, 
@@ -175,5 +180,5 @@ class GTSRB(datasets.GeneratorBasedBuilder):
                     "Roi.X2": int(row[4]),
                     "Roi.Y2": int(row[5]),
                     "ClassId": int(row[6]),
-                    "Path": row[7],
+                    "Path": str(row[7]),
             }

requirements.txt

@@ -0,0 +1,30 @@
+aiohttp==3.8.1
+aiosignal==1.2.0
+async-timeout==4.0.2
+certifi==2022.6.15
+charset-normalizer==2.0.12
+datasets==2.3.2
+dill==0.3.5.1
+filelock==3.7.1
+frozenlist==1.3.0
+fsspec==2022.5.0
+huggingface-hub==0.8.1
+idna==3.3
+multidict==6.0.2
+multiprocess==0.70.13
+numpy==1.23.0
+packaging==21.3
+pandas==1.4.3
+pyaml==21.10.1
+pyarrow==8.0.0
+pyparsing==3.0.9
+PyYAML==6.0
+requests==2.28.0
+responses==0.18.0
+tqdm==4.64.0
+typing_extensions==4.2.0
+urllib3==1.26.9
+xxhash==3.0.0
+yarl==1.7.2
+
+--extra-index-url=https://packagecloud.io/github/git-lfs/pypi/simple