diff --git a/README.md b/README.md index 7b95401dc46245ac339fc25059d4a56d90b4cde5..6fbd2c0bf7cb413c0f13349564678e8b996699f1 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,78 @@ ---- -license: apache-2.0 ---- +# **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) diff --git a/train/client_1/BareLand/BareLand_35.tif b/train/client_1/BareLand/BareLand_35.tif new file mode 100644 index 0000000000000000000000000000000000000000..2679cd06a4215b8b16cf1c1d5fd1dabd50a411e2 --- /dev/null +++ b/train/client_1/BareLand/BareLand_35.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee6b9632345fa7e13dd0a3385f08d302493213caada22a626928bf75e5f82269 +size 1080140 diff --git a/train/client_67/Agriculture/Agriculture_46.tif b/train/client_67/Agriculture/Agriculture_46.tif new file mode 100644 index 0000000000000000000000000000000000000000..8f2496c59839aca31031095beb39d8c03d94bc61 --- /dev/null +++ b/train/client_67/Agriculture/Agriculture_46.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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