public DatasetDownloadInformation(DataProviderSets dataproviderSet, string name, string path, string url, List <Tuple <string, string> > files)
{
DataProviderSet = dataproviderSet;
Name = name;
Path = path;
Url = url;
Files = files;
}
public void LoadDataset(DataProviderSets set)
{
switch (set)
{
case DataProviderSets.CIFAR10:
Task.Factory.StartNew(() => LoadCIFAR10DataSet());
break;
case DataProviderSets.MNIST:
Task.Factory.StartNew(() => LoadMNISTDataSet());
break;
}
}
public bool DataSetFilesAvailable(DataProviderSets set)
{
bool available = true;
string path = DataSetPath[(int)set];
switch (set)
{
case DataProviderSets.CIFAR10:
if (!File.Exists(path + @"\data_batch_1.bin") || !File.Exists(path + @"\data_batch_2.bin") || !File.Exists(path + @"\data_batch_3.bin") || !File.Exists(path + @"\data_batch_4.bin") || !File.Exists(path + @"\data_batch_5.bin") || !File.Exists(path + @"\test_batch.bin") || !File.Exists(path + @"\batches.meta.txt"))
{
available = false;
}
break;
case DataProviderSets.MNIST:
if (!File.Exists(path + @"\t10k-labels-idx1-ubyte") || !File.Exists(path + @"\train-labels-idx1-ubyte") || !File.Exists(path + @"\t10k-images-idx3-ubyte") || !File.Exists(path + @"\train-images-idx3-ubyte"))
{
available = false;
}
break;
}
return(available);
}
