ImageNet2012 Download and Arrangement
The official download link is expired now π’. However, we can download the dataset through Torrent.
β 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
.
βββ ILSVRC2012_img_train.tar
βββ 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
βββ n07693725
βββ ...
βββ n07614500
./val
βββ n01440764
βββ ...
βββ n04458633
Dataloader example (PyTorch)
Check the dataloader_example.ipynb
Reference
- ImageNet LSVRC 2012 λ°μ΄ν°μ λ€μ΄λ‘λ λ°κΈ°
- DataLoader parameterλ³ μ©λ
- ILSVRC(Imagenet classification)validation set torchvision μΌλ‘ μ±λ₯νκ°νκΈ°
- tensorflow/datasets, imagenet2012
- BIGBALLON/extract_ILSVRC.sh
- mmclassication, prepare datasets β refer here for much practical information