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Datasets:
LiberiOnTerra
/
FedRS-Imagefolder

Tasks:
Image Classification
Modalities:
Image
Languages:
English
Size:
100K<n<1M
Tags:
image
federated-learning
niid
classification
License:
Dataset card Data Studio Files
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 Community
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LiberiOnTerra commited on
Commit
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Update README.md

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  1. README.md +89 -0
README.md CHANGED
@@ -14,4 +14,93 @@ size_categories:
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  - 100K<n<1M
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  dataset_size: 104914
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  homepage: https://huggingface.co/datasets/LiberiOnTerra/FedRS
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
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  - 100K<n<1M
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  dataset_size: 104914
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  homepage: https://huggingface.co/datasets/LiberiOnTerra/FedRS
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+
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+ configs:
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+ - config_name: FedRS-NIID1-balanced
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+ data_dir: FedRS/FedRS
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+ splits:
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+ - name: train
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+ pattern: NIID-1/**/*.jpg
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+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+
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+ - config_name: FedRS-NIID1-imbalanced
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+ data_dir: FedRS/FedRS
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+ splits:
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+ - name: train
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+ pattern: NIID-1/**/*.jpg
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+ - name: val
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+ pattern: val_imbalanced/**/*.jpg
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+
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+ - config_name: FedRS-NIID2-balanced
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+ data_dir: FedRS/FedRS
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+ splits:
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+ - name: train
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+ pattern: NIID-2/**/*.jpg
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+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+
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+ - config_name: FedRS-NIID2-imbalanced
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+ data_dir: FedRS/FedRS
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+ splits:
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+ - name: train
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+ pattern: NIID-2/**/*.jpg
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+ - name: val
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+ pattern: val_imbalanced/**/*.jpg
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+
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+ - config_name: FedRS5-NIID1-balanced
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+ data_dir: FedRS/FedRS-5
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+ splits:
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+ - name: train
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+ pattern: NIID-1/**/*.jpg
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+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+
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+ - config_name: FedRS5-NIID1-imbalanced
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+ data_dir: FedRS/FedRS-5
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+ splits:
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+ - name: train
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+ pattern: NIID-1/**/*.jpg
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+ - name: val
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+ pattern: val_imbalanced/**/*.jpg
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+
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+ - config_name: FedRS5-NIID2-balanced
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+ data_dir: FedRS/FedRS-5
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+ splits:
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+ - name: train
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+ pattern: NIID-2/**/*.jpg
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+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+
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+ - config_name: FedRS5-NIID2-imbalanced
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+ data_dir: FedRS/FedRS-5
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+ splits:
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+ - name: train
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+ pattern: NIID-2/**/*.jpg
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+ - name: val
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+ pattern: val_imbalanced/**/*.jpg
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+
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+ - config_name: FedRS
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+ data_dir: FedRS/FedRS
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+ splits:
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+ - name: train_NIID-1
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+ pattern: NIID-1/**/*.jpg
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+ - name: train_NIID2
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+ pattern: NIID-2/**/*.jpg
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+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+ - name: val_imbalanced
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+ pattern: val_imbalanced/**/*.jpg
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+
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+ - config_name: FedRS-5
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+ data_dir: FedRS/FedRS-5
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+ splits:
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+ - name: train_NIID-1
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+ pattern: NIID-1/**/*.jpg
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+ - name: train_NIID2
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+ pattern: NIID-2/**/*.jpg
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+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+ - name: val_imbalanced
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+ pattern: val_imbalanced/**/*.jpg
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  ---