This repo aims to make the NUS-WIDE dataset (preprocessed for deep hashing by thuml) pullable via git clone instead of downloading via Google Drive or other cloud storage platforms.
By using Git, the dataset is more usable with notebook platform such as Colab or Kaggle while also making it easier to track changes. The data in this repo is extracted from (hence identical to) thuml's repo: https://github.com/thuml/HashNet/tree/master/pytorch. Thanks thuml for their amazing work!
- Clone the repo (~ 5GB):
git clone https://github.com/nghia-ndx/deephash-nus-wide
- Change into
deephash-nus-widedirectory
cd deephash-nus-wide
- Extract the archives containing images to the
images/folder
unzip "images/*.zip" -d "images"
- Number of images: 223496
- Classes: 81 (one-hot encoded label)
- DB size: 218491
- Train size: 10000
- Test size: 5000