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README.md

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-license: apache-2.0
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+# **Dataset README**
+
+## **1. General Information**
+
+**Number of Labels**: There are a total of 5 labels, namely: Agriculture, Bareland, Forest, Residential, and River.
+
+**Number of Clients**: The dataset consists of 100 clients.
+
+**Data Volume per Client**: Each client contains approximately 350 tif format images.
+
+## **2. Data Sources**
+
+All the images are collected from 6 different datasets, which are as follows:
+
+Eurosat
+
+UC Merced Land Use Dataset
+
+AID
+
+NWPU - RESISC45
+
+WHU-RS19
+
+NaSC-tg2
+
+The data from each dataset is distributed to different numbers of simulated clients. The specific distribution numbers are as follows:
+
+Data from the Eurosat dataset is distributed to 46 simulated clients.
+
+Data from the UC Merced Land Use Dataset is distributed to 2 simulated clients.
+
+Data from the AID dataset is distributed to 5 simulated clients.
+
+Data from the NWPU - RESISC45 dataset is distributed to 12 simulated clients.
+
+Data from the WHU-RS19 dataset is distributed to 1 simulated client.
+
+Data from the NaSC-tg2 dataset is distributed to 34 simulated clients.
+
+## **3. Data Folder Structure**
+
+The data folder is named "data", and its internal structure is as follows:
+
+```plaintext
+--data
+  --train_set  // Training set folder
+    --client_0  // Client 0 folder
+      --Agriculture  // Folder for images of the Agriculture category
+      --Bareland  // Folder for images of the Bareland category
+      --Forest  // Folder for images of the Forest category
+      --Residential  // Folder for images of the Residential category
+      --River  // Folder for images of the River category
+    --client_1  // Client 1 folder
+      --Agriculture
+      --Bareland
+      --Forest
+      --Residential
+      --River
+    --client_2  // Client 2 folder
+      --Agriculture
+      --Bareland
+      --Forest
+      --Residential
+      --River
+    ......
+    --client_99  // Client 99 folder
+      --Agriculture
+      --Bareland
+      --Forest
+      --Residential
+      --River
+  --val_set  // Validation set folder
+    --Agriculture  // Folder for images of the Agriculture category (validation set)
+    --Bareland  // Folder for images of the Bareland category (validation set)
+    --Forest  // Folder for images of the Forest category (validation set)
+    --Residential  // Folder for images of the Residential category (validation set)
+    --River  // Folder for images of the River category (validation set)