Mnist

Name: 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 MNIST Dataset Summary The MNIST dataset consists of 70,000 28x28 black-and-white images of handwritten digits extracted from two NIST databases. There are 60,000 images in the training dataset and 10,000 images in the validation dataset, one class per digit so a total of 10 classes, with 7,000 images (6,000 train images and 1,000 test images) per class. Half of the image were drawn by Census Bureau employees and the other half by high school students… See the full description on the dataset page: https://huggingface.co/datasets/ylecun/mnist.

mnist.parquet 500 rows 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 0x75518CF29550>	5
2	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF95E50>	0
3	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF95090>	4
4	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15810>	1
5	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15A70>	9
6	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15810>	2
7	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15A70>	1
8	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15810>	3
9	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15A70>	1
10	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15810>	4
11	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15A70>	3
12	<PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x75513FF15810>	5

Auto-generated charts

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