Create a sy.BaseDataset from dataloader

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I have an image dataset so I load it with pytorch in this manner:

training_dataset = datasets.ImageFolder(path)
train_set = torch.utils.data.DataLoader(training_dataset)

my train_set is a torch.dataloader.DataLoader however I want to get sy.BaseDataset more details So please how can I transfrom my dataset knowing that dataset = sy.BaseDataset(data, target) So how extracting data and target knowing that the name of directory is the label(target) ?

Thanks

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