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Clothing dataset

Over 5,000 images of 20 different classes.

This dataset can be freely used for any purpose, including commercial:

For example:

  • Creating a tutorial or a course (free or paid)
  • Writing a book
  • Kaggle competitions (as an external dataset)
  • Training an internal model at any company

Data

The images.csv file contains:

  • image - the ID of the image (use it to load the image from images/<ID>.jpg)
  • sender_id - the ID of a person who contributed the image
  • label - the class of the image
  • kids - flag, True if it's clothes for kids

Links

Top-10 subset

Images of some classes don’t appear very often. Training a neural network to predict these classes is quite difficult — we need at least 100-200 images of each class to make a meaningful model.

That’s why, for educational purposes, we created a subset of the full dataset that covers only the top-10 classes.

Check it here: https://github.com/alexeygrigorev/clothing-dataset-small

Examples

Do you use this dataset somewhere? Please submit a PR with a link

Acknowledgements

We'd like to thank

  • Kenes Shangereyev and Tagias.com for helping with 3000 images
  • All the 32 people who contributed their images to the dataset via the forms:
  • Everyone who supported the initiative by engaging with the announcements on social media

It wouldn't be possible to collect this dataset without your help!

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Closing dataset, all classes

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