Creating dataset

• create_dataset.ipynb - Create new dataset from Instagram posts
• download_dataset.ipynb - Download images from predefined urls list
• perturb_dataset.ipynb - Define random perturbations and apply them to dataset

Downloading *.npz files:

wget https://storage.googleapis.com/vit_models/imagenet21k+imagenet2012/ViT-B_16.npz

wget https://storage.googleapis.com/bit_models/BiT-M-R50x3-ILSVRC2012.npz

*.npz files should be placed in main project catalog.

Downloading imagenet labels:

wget https://storage.googleapis.com/bit_models/ilsvrc2012_wordnet_lemmas.txt

• BiT - Google Repo
• ViT - Google Repo
• ViT implementation
• ViT models