ianhajra commited on
Commit
4ea1c4e
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verified ·
1 Parent(s): 4d14810

Update imagenette.py

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  1. imagenette.py +17 -3
imagenette.py CHANGED
@@ -1,5 +1,7 @@
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  import datasets
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  from pathlib import Path
 
 
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  class Imagenette(datasets.GeneratorBasedBuilder):
@@ -40,12 +42,24 @@ class Imagenette(datasets.GeneratorBasedBuilder):
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  gen_kwargs={"files": test_path.rglob("*.JPEG")},
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  ),
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  ]
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-
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  def _generate_examples(self, files):
 
 
 
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  for key, file in enumerate(files):
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- image = str(file)
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  label = file.parent.name
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- yield key, {"image": image, "label": label}
 
 
 
 
 
 
 
 
 
 
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  @staticmethod
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  def _class_names():
 
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  import datasets
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  from pathlib import Path
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+ import io
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+ from PIL import Image
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  class Imagenette(datasets.GeneratorBasedBuilder):
 
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  gen_kwargs={"files": test_path.rglob("*.JPEG")},
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  ),
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  ]
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+
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  def _generate_examples(self, files):
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+ import io
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+ from PIL import Image
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+
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  for key, file in enumerate(files):
 
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  label = file.parent.name
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+
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+ # Open and ensure RGB
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+ with open(file, "rb") as f:
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+ img = Image.open(io.BytesIO(f.read()))
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+ if img.mode != "RGB":
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+ img = img.convert("RGB")
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+
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+ yield key, {
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+ "image": img,
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+ "label": label
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+ }
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  @staticmethod
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  def _class_names():