[data request] tiny-imagenet

ksachdeva commented 5 years ago

Name of dataset: tiny-imagenet
URL of dataset: http://cs231n.stanford.edu/tiny-imagenet-200.zip
License of dataset: Not mentioned
Short description of dataset and use case(s): Tiny ImageNet Challenge is a similar challenge as ImageNet with a smaller dataset but with less image classes. It contains 200 image classes, a training dataset of 100, 000 images, a validation dataset of 10, 000 images, and a test dataset of 10, 000 images. All images are of size 64×64. It was created for CS231N course at Stanford.

Folks who would also like to see this dataset in tensorflow/datasets, please thumbs-up so the developers can know which requests to prioritize.

And if you'd like to contribute the dataset (thank you!), see our guide to adding a dataset.

I have already implemented the support for this dataset. Please see here - https://github.com/ksachdeva/tiny-imagenet-tfds

I developed it as a standalone repository to test out the tensorflow_datasets framework for private datasets (and it does work .. thanks for the great work here). I have also published an article here that explains the motivations behind tensorflow_datasets and details on how one can use it for their own private dataset.

Link to the article on medium: https://towardsdatascience.com/a-unified-method-for-downloading-extracting-processing-using-datasets-7482a3b27aff

If you are okay adding the support for this dataset in the collection, I will send the pull requests (and mostly update the code) to be compliant with the contribution guides.

ChanchalKumarMaji commented 5 years ago

Yes, please do send a PR.

Player0109 commented 4 years ago

I am a deep learning enthusiast, so I want to work on this dataset. Can I do so? @ksachdeva

ksachdeva commented 4 years ago

Hi @Player0109

Please go ahead. You should be able to reuse the code from my repo mentioned above.

Thanks

VaranRohila commented 4 years ago

Hi @ksachdeva, Is this issue still open? I'd like to contribute and can send PR by tomorrow.

Regards

ksachdeva commented 4 years ago

Hi @VaranRohila

@Player0109 wanted to work on it as well. If he has not started yet then you should be able to send your PR.

Regards Kapil

ChanchalKumarMaji commented 4 years ago

This dataset has already been added #928 and #1292.

carlosgmartin commented 6 months ago

@ChanchalKumarMaji 4 years later, both of those PRs are still open.

tensorflow / datasets

[data request] tiny-imagenet #998