alexeygrigorev / clothing-dataset

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

• If you're looking for a subset of the clothing dataset, check here: https://github.com/alexeygrigorev/clothing-dataset-small
• You can read more about this dataset here: https://medium.com/data-science-insider/clothing-dataset-5b72cd7c3f1f
• This dataset is also awailable on Kaggle (with images in higher resolution): https://www.kaggle.com/agrigorev/clothing-dataset-full/ (please upvote it!)

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

• https://www.kaggle.com/agrigorev/collage
• Train a self-supervised model using lightly on the clothing-dataset
• Add a link here

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:
  • Patricia Goldberg
  • Chandana Priya
• 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!