ImageNet

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This site replaces the former Compute Canada documentation site, and is now being managed by the Digital Research Alliance of Canada.

Ce site remplace l'ancien site de documentation de Calcul Canada et est maintenant géré par l'Alliance de recherche numérique du Canada.


This article is a draft

This is not a complete article: This is a Draft, a work in progress that is intended to be published into an article, which may or may not be ready for inclusion in the main wiki. It should not necessarily be considered factual or authoritative.




Compute Canada makes available on Graham cluster a copy of the ImageNet dataset, stored in the /datashare space. For the time being, this dataset is available only on Graham and you must opt-in to access this dataset by agreeing that you have registered for an ImageNet license:

By selecting this service you acknowledge that you have registered with the owner of the data (at http://image-net.org/download) and have agreed to ImageNet’s terms of use (https://image-net.org/download.php).



En sélectionnant ce service, vous reconnaissez que vous  êtes inscrit auprès du propriétaire des données (à l'adresse http://image-net.org/download) et que vous avez accepté les conditions d'utilisation d'ImageNet (https://image-net.org/download.php).


This dataset is provided as is, and will only be updated based on image-net.org releases. If data from other challenges than the ones provided are required, please contact our Technical support with the subject ImageNet dataset

Request access through the opt-in service

Please visit this registration page to request access by acknowledging that you have registered with the ImageNet providers and that you agree with their terms and conditions.

Location and contents

The files can be accessed at /datashare/ImageNet/, and it contains:

├── DownSampled
│   ├── Imagenet16_train_npz
│   ├── Imagenet16_val_npz
│   ├── Imagenet32_train_npz
│   ├── Imagenet32_val_npz
│   ├── Imagenet64_train_part1_npz
│   ├── Imagenet64_train_part2_npz
│   ├── Imagenet64_val_npz
│   ├── Imagenet8_train_npz
│   └── Imagenet8_val_npz
├── fall11_whole
│   ├── n00004475
│   ├── n00005787
│   ├── n00006024
│   ├── n00006484
│   ├── n00007846
│   ├── n00015388
│   ├── n00017222
│   ├── n00021265
|   .
|   .
|   .
│   ├── n15102359
│   ├── n15102455
│   ├── n15102894
│   └── tars.tar.bz2
├── ILSVRC2012
│   ├── ILSVRC2012_devkit_t12
│   ├── ILSVRC2012_devkit_t3
│   ├── ILSVRC2012_img_test_patch_v10102019.tar
│   ├── ILSVRC2012_img_test_v10102019.tar
│   ├── ILSVRC2012_img_train_t3.tar
│   ├── ILSVRC2012_img_train.tar
│   ├── ILSVRC2012_img_val.tar
│   ├── ILSVRC2012.md5
│   ├── test
│   ├── train
│   ├── train_T3
│   └── validation
├── ILSVRC2017
│   ├── Annotations
│   ├── Data
│   ├── devkit
│   ├── ILSVRC
│   ├── ILSVRC2017_DET.tar.gz
│   ├── ILSVRC2017_DET_test_new.tar.gz
│   ├── ILSVRC2017_devkit.tar.gz
│   └── ImageSets
├── tiny-imagenet-200
│   ├── test
│   ├── train
│   ├── val
│   ├── wnids.txt
│   └── words.txt
└── winter21_whole
    ├── n00004475
    ├── n00007846
    ├── n00017222
    ├── n00288384
    ├── n00324978
    ├── n00433458
    ├── n00433661
    .
    .
    .
    ├── n15092751
    ├── n15102359
    ├── n15102894
    └── tars

This is an NFS3 mount!!!

The ImageNet provided in Graham is a NFS3 mount, and therefore you might have issues accessing the files if you belong to more than 16 groups in CC