/// <summary>
/// Checks the and download.
/// </summary>
/// <param name="datasetName">Name of the dataset.</param>
/// <param name="fileName">Name of the file.</param>
/// <param name="force">if set to <c>true</c> [force].</param>
private static void CheckAndDownload(SampleDataset datasetName, string fileName, bool force = false)
{
DatasetInfo datasetInfo = GetSamplePath(datasetName);
if (force)
{
Directory.Delete(datasetInfo.BaseFolder);
}
else
{
if (Directory.Exists(datasetInfo.BaseFolder))
{
return;
}
}
if (!Directory.Exists(datasetInfo.BaseFolder))
{
Directory.CreateDirectory(datasetInfo.BaseFolder);
}
string localfile = string.Format("{0}\\data.zip", datasetInfo.BaseFolder);
if (!File.Exists(localfile))
{
Logging.WriteTrace("Downloading sample data: " + fileName);
DownloadFile(string.Format(serverUrl, fileName), localfile);
Logging.WriteTrace("Download complete");
}
UnzipFile(datasetInfo.BaseFolder, "data.zip");
}
/// <summary>
/// Gets file path for sample dataset
/// </summary>
/// <param name="datasetName">Name of the dataset.</param>
/// <returns>DatasetInfo.</returns>
public static DatasetInfo GetSamplePath(SampleDataset datasetName)
{
DatasetInfo path = new DatasetInfo();
string baseFolder = string.Format("{0}\\SiaNet\\dataset", Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData));
string dataFolder = "";
switch (datasetName)
{
case SampleDataset.HousingRegression:
dataFolder = string.Format("{0}\\housing", baseFolder);
path.Train = string.Format("{0}\\train.csv", dataFolder);
path.Test = string.Format("{0}\\test.csv", dataFolder);
path.BaseFolder = dataFolder;
break;
case SampleDataset.MNIST:
dataFolder = string.Format("{0}\\mnist_data", baseFolder);
path.TrainX = string.Format("{0}\\train_images.bin", dataFolder);
path.TrainY = string.Format("{0}\\train_labels.bin", dataFolder);
path.TestX = string.Format("{0}\\test_images.bin", dataFolder);
path.TestY = string.Format("{0}\\test_labels.bin", dataFolder);
path.BaseFolder = dataFolder;
break;
case SampleDataset.Cifar10:
dataFolder = string.Format("{0}\\Cifar10", baseFolder);
path.Train = string.Format("{0}\\train.txt", dataFolder);
path.Test = string.Format("{0}\\test.txt", dataFolder);
path.BaseFolder = dataFolder;
break;
case SampleDataset.Cifar100:
dataFolder = string.Format("{0}\\Cifar100", baseFolder);
path.Train = string.Format("{0}\\train.txt", dataFolder);
path.Test = string.Format("{0}\\test.txt", dataFolder);
path.BaseFolder = dataFolder;
break;
case SampleDataset.Flowers:
dataFolder = string.Format("{0}\\Flowers", baseFolder);
path.Train = string.Format("{0}\\6k_img_map.txt", dataFolder);
path.Test = string.Format("{0}\\val_map.txt", dataFolder);
path.BaseFolder = dataFolder;
break;
case SampleDataset.Grocery:
dataFolder = string.Format("{0}\\Grocery", baseFolder);
path.Train = string.Format("{0}\\train.txt", dataFolder);
path.Test = string.Format("{0}\\test.txt", dataFolder);
path.BaseFolder = dataFolder;
break;
default:
break;
}
return(path);
}