Fashion Mnist

Name: Fashion Mnist
Creator: Helix
Keywords: annotations_creators:expert-generated, dataset, hugging face, language_creators:found, multilinguality:monolingual, task_categories:image-classification, task_ids:multi-class-image-classification, vision

Hugging Face

Dataset Card for FashionMNIST Dataset Summary Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. We intend Fashion-MNIST to serve as a direct drop-in replacement for the original MNIST dataset for benchmarking machine learning algorithms. It shares the same image size and structure of training and testing… See the full description on the dataset page: https://huggingface.co/datasets/zalando-datasets/fashion_mnist.

fashion-mnist.parquet 500 rows fashion_mnist

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average label by image distribution of image class distribution across images sample sizes per category

Data preview

500 rows · 2 columns · showing first 12

#	image text	label integer
1	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF156E0>	9
2	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15BA0>	0
3	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF156E0>	0
4	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15BA0>	3
5	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF156E0>	0
6	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15BA0>	2
7	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF156E0>	7
8	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15BA0>	2
9	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF156E0>	5
10	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15BA0>	5
11	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF156E0>	0
12	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15BA0>	9

Auto-generated charts

Fashion Mnist: 500 rows by 2 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Rows500

Columns2

Numeric cols1

Categorical cols1

Charts

Total label by image

Top image values ranked by summed label.

Distribution of label

Histogram of label values.

label by image

Spread of label across image groups.

Interesting queries to try

Columns

image categorical
label numeric