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visual-layer
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fashion-mnist-vl-enriched

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train · 70k rows

image_uri stringlengths 117 118	image_label stringclasses 10 values	image_issues listlengths 0 3
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End of preview. Expand in Dataset Viewer.

Visualize on Visual Layer

Fashion-Mnist-VL-Enriched

An enriched version of the Fashion-Mnist Dataset with image captions, bounding boxes, and label issues! With this additional information, the Fashion-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 Fashion-Mnist dataset.
label: Label for the image, provided by the authors of the Fashion-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/fashion-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 Fashion-Mnist dataset license.