Datasets:

alkzar90
/

NIH-Chest-X-ray-dataset

Tasks:

Image Classification

Sub-tasks:

multi-class-image-classification

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License:

Dataset card Files Files and versions Community

alkzar90 commited on Nov 1, 2022

Commit

b741c32

•

1 Parent(s): 7f0f8b7

Change labels to just multilabels

Files changed (1) hide show

NIH-Chest-X-ray-dataset.py +3 -4

NIH-Chest-X-ray-dataset.py CHANGED Viewed

@@ -85,8 +85,8 @@ class XChest(datasets.GeneratorBasedBuilder):
 			{
 			"image_file_path": datasets.Value("string"),
 			"image": datasets.Image(),
-			"labels": datasets.features.ClassLabel(names=_NAMES),
-			"multi-labels": datasets.features.Sequence(
 			   datasets.features.ClassLabel(num_classes=len(_NAMES),
 							names=_NAMES)
 			 )
@@ -154,7 +154,6 @@ class XChest(datasets.GeneratorBasedBuilder):
 		        yield i, {
 			    "image_file_path": path,
 			    "image": path,
-			    "labels": image_labels[0],
-			    "multi-labels": image_labels,
 			}

 			{
 			"image_file_path": datasets.Value("string"),
 			"image": datasets.Image(),
+			#"labels": datasets.features.ClassLabel(names=_NAMES),
+			"labels": datasets.features.Sequence(
 			   datasets.features.ClassLabel(num_classes=len(_NAMES),
 							names=_NAMES)
 			 )
 		        yield i, {
 			    "image_file_path": path,
 			    "image": path,
+			    "labels": image_labels,
 			}