Dataset · Hugging Face

apple/flair

Name: flair
Creator: apple
License: cc-by-nc-4.0
Keywords: task_categories:image-classification, license:cc-by-nc-4.0, size_categories:100K<n<1M, format:parquet, modality:image, modality:text, library:datasets, library:dask, library:mlcroissant, library:polars, arxiv:2207.08869, arxiv:2404.06430, region:us, federated-learning, differential-privacy

Federated Learning Annotated Image Repository (FLAIR): A large labelled image dataset for benchmarking in federated learning FLAIR was published at NeurIPS 2022 (paper) (Preferred) Benchmarking FLAIR is available in pfl-research (repo, paper). The ml-flair repo contains a setup for benchmarking with TensorFlow Federated and notebooks for exploring data. FLAIR is a large dataset of images that captures a number of characteristics encountered in federated learning (FL) and… See the full description on the dataset page: https://huggingface.co/datasets/apple/flair.

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Author / organization	apple
License (as declared)	cc-by-nc-4.0
Downloads	296 (as reported by Hugging Face)
Likes	21
Created	23 May 2024
Last updated at source	27 May 2024

federated-learningdifferential-privacy

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