Installing

pip install data-conversion-tff==1.0

Usage

from data_conversion_tff import main


 data_type = 'image' # type image or csv

 input_path = r'C:\Users\beaut\OneDrive\Desktop\mitacs\fish_sample_3' #insert the link

 obj = main.Reader(data_type, dataset)


data, labels = obj.read_data()

NUM_CLIENTS = 10
SELECTED_FEATURE = 1
dataset = main.convert_to_client_data(data, labels,  data_type,
                                            dist_type = 'niid',
                                            number_of_clients = NUM_CLIENTS,
                                            selected_feature=SELECTED_FEATURE,
                                            min_seen_labels=2,
                                            max_seen_labels=3
                                            )