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visual-layer
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mnist-vl-enriched

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train · 70k rows

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Visualize on Visual Layer

Mnist-VL-Enriched

An enriched version of the Mnist Dataset with image captions, bounding boxes, and label issues! With this additional information, the Mnist dataset can be extended to various tasks such as image retrieval or visual question answering.

The label issues help curate a cleaner and leaner dataset.

Description

The dataset consists of 3 columns:

image_uri: The uri of original of the image from the Mnist dataset.
label: Label for the image, provided by the authors of the Mnist dataset.
image_issues: Quality issues found using Visual Layer enrichment process, such as duplicate, mislabeled, dark, blurry, bright, and outlier images.

Usage

This dataset can be used with the Hugging Face Datasets library:

import datasets
ds = datasets.load_dataset("visual-layer/mnist-vl-enriched")

Interactive Visualization

Visual Layer provides a platform to interactively visualize a dataset and highlight quality issues such as duplicates, mislabels, outliers, etc. Check it out here. No sign-up required.

Visualize on Visual Layer

License & Disclaimer

We provide no warranty on the dataset, and the user takes full responsibility for the usage of the dataset. By using the dataset, you agree to the terms of the Mnist dataset license.