datadings.sets.ImageNet21k_create_meta module

This module is used to convert/create required metadata for the ImageNet21k dataset (winter release) to be included with datadings.

This tool will look for the following files in the input directory:

  • imagenet21k_miil_tree.pth

  • winter21_whole.tar.gz

Important

PyTorch is required to load imagenet21k_miil_tree.pth. The more lightweight CPU-only version is sufficient.

See also

http://image-net.org/download https://github.com/Alibaba-MIIL/ImageNet21K

Note

Registration is required to download winter21_whole.tar.gz. Please visit the website to download it. If you experience issues downloading you may consider using bittorrent: https://academictorrents.com/details/8ec0d8df0fbb507594557bce993920442f4f6477

datadings.sets.ImageNet21k_create_meta.convert_semantic_tree(infile)[source]
datadings.sets.ImageNet21k_create_meta.extract_synset_counts(infile)[source]
datadings.sets.ImageNet21k_create_meta.main()[source]