Cifar100

Name: Cifar100
Creator: Helix
Keywords: annotations_creators:crowdsourced, dataset, hugging face, language_creators:found, multilinguality:monolingual, source_datasets:extended|other-80-Million-Tiny-Images, task_categories:image-classification, vision

Hugging Face

Dataset Card for CIFAR-100 Dataset Summary The CIFAR-100 dataset consists of 60000 32x32 colour images in 100 classes, with 600 images per class. There are 500 training images and 100 testing images per class. There are 50000 training images and 10000 test images. The 100 classes are grouped into 20 superclasses. There are two labels per image - fine label (actual class) and coarse label (superclass). Supported Tasks and Leaderboards image-classification: The… See the full description on the dataset page: https://huggingface.co/datasets/uoft-cs/cifar100.

cifar100.parquet 500 rows cifar100

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average fine_label by img scatter fine_label vs coarse_label distribution of img class distribution across images

Data preview

500 rows · 3 columns · showing first 12

#	img text	fine_label integer	coarse_label integer
1	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x7551B091E780>	19	11
2	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x75513FF156E0>	29	15
3	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x7551B091E780>	0	4
4	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x75513FF156E0>	11	14
5	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x7551B091E780>	1	1
6	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x75513FF156E0>	86	5
7	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x7551B091E780>	90	18
8	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x75513FF156E0>	28	3
9	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x7551B091E780>	23	10
10	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x75513FF156E0>	31	11
11	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x7551B091E780>	39	5
12	<PIL.PngImagePlugin.PngImageFile image mode=RGB size=32x32 at 0x75513FF156E0>	96	17

Auto-generated charts

Cifar100: 500 rows by 3 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Rows500

Columns3

Numeric cols2

Categorical cols1

Charts

Total fine_label by img

Top img values ranked by summed fine_label.

fine_label vs coarse_label

fine_label vs coarse_label, coloured by img.

Distribution of fine_label

Histogram of fine_label values.

fine_label by img

Spread of fine_label across img groups.

Interesting queries to try

Columns

img categorical
fine_label numeric
coarse_label numeric