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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
1
LiberiOnTerra commited on
Commit
3b07445
·
1 Parent(s): 10f6aef

update

Browse files
Files changed (2) hide show
  1. README.md +17 -92
  2. dataset.yaml +92 -0
README.md CHANGED
@@ -1,92 +1,17 @@
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- # dataset.yaml
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- configs:
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- - 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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- - 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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- - 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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- - 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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- - 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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- - 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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- - 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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- - 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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- - 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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- - 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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-
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- homepage: "https://huggingface.co/datasets/LiberiOnTerra/FedRS"
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- license: "mit"
 
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+ ---
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+ pretty_name: "FedRS"
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+ tags:
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+ - image
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+ - federated-learning
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+ - niid
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+ - classification
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+ license: "mit"
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+ language:
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+ - "en"
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+ task_categories:
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+ - image-classification
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+ size_categories:
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+ - "n>100K"
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+ dataset_size: 104914
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+ homepage: "https://huggingface.co/datasets/LiberiOnTerra/FedRS"
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+ ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dataset.yaml ADDED
@@ -0,0 +1,92 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # dataset.yaml
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+ configs:
3
+ - name: FedRS-NIID1-balanced
4
+ data_dir: FedRS/FedRS
5
+ splits:
6
+ - name: train
7
+ pattern: NIID-1/**/*.jpg
8
+ - name: val_balanced
9
+ pattern: val_balanced/**/*.jpg
10
+
11
+ - name: FedRS-NIID1-imbalanced
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+ data_dir: FedRS/FedRS
13
+ splits:
14
+ - name: train
15
+ pattern: NIID-1/**/*.jpg
16
+ - name: val
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+ pattern: val_imbalanced/**/*.jpg
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+
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+ - name: FedRS-NIID2-balanced
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+ data_dir: FedRS/FedRS
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+ splits:
22
+ - name: train
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+ pattern: NIID-2/**/*.jpg
24
+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+
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+ - name: FedRS-NIID2-imbalanced
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+ data_dir: FedRS/FedRS
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+ splits:
30
+ - name: train
31
+ 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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+ - name: FedRS5-NIID1-balanced
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+ data_dir: FedRS/FedRS-5
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+ splits:
38
+ - name: train
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+ pattern: NIID-1/**/*.jpg
40
+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+
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+ - name: FedRS5-NIID1-imbalanced
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+ data_dir: FedRS/FedRS-5
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+ splits:
46
+ - name: train
47
+ 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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+ - name: FedRS5-NIID2-balanced
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+ data_dir: FedRS/FedRS-5
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+ splits:
54
+ - name: train
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+ pattern: NIID-2/**/*.jpg
56
+ - name: val_balanced
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+ pattern: val_balanced/**/*.jpg
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+
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+ - 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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+ - name: FedRS
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+ data_dir: FedRS/FedRS
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+ splits:
70
+ - 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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+ - 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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+
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+ homepage: "https://huggingface.co/datasets/LiberiOnTerra/FedRS"
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+ license: "mit"