ImageNet2012 Download and Arrangement

The official download link is expired now 😢. However, we can download the dataset through Torrent.

❗ check more information from https://image-net.org/ , if you need.

Download data

• Go to this link to download torrent files (for training and validation)
• Make them located in this repository

.
├── ILSVRC2012_img_train.tar
└── ILSVRC2012_img_val.tar

Make them arranged

Run the DB_arrangement.bash for handling the above compressed files.

bash DB_arrangement.bash

Be sure if they are arranged like below:

./train
├── n07693725
├── ... 
└── n07614500

./val
├── n01440764 
├── ...
└── n04458633

Dataloader example (PyTorch)

Check the dataloader_example.ipynb

---

Reference

• ImageNet LSVRC 2012 데이터셋 다운로드 받기
• DataLoader parameter별 용도
• ILSVRC(Imagenet classification)validation set torchvision 으로 성능평가하기
• tensorflow/datasets, imagenet2012
• BIGBALLON/extract_ILSVRC.sh
• mmclassication, prepare datasets ← refer here for much practical information