Module: tff.simulation.datasets.flair
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Libraries for loading the FLAIR dataset.
For details on the FLAIR dataset, please see the associated paper:
FLAIR: Federated Learning Annotated Image Repository
Congzheng Song, Filip Granqvist, Kunal Talwar
https://arxiv.org/abs/2207.08869
To load the dataset, first call download_data
, followed by write_data
. Once
this is done, you can call load_data
without having to re-download or re-write
the data.
Note: Please ensure that you use the same data_dir
argument in both
download_data
and write_data
. Similarly, please ensure that you use the same
cache_dir
in both write_data
and load_data
.
Functions
download_data(...)
: Downloads and unpacks the raw FLAIR data into a given directory.
load_data(...)
: Loads the FLAIR dataset.
write_data(...)
: Writes the raw FLAIR images to a processed dataset format.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-09-20 UTC.
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