private static void test_writing(string cfgfile, string weightfile, string filename)
{
Network net = Parser.parse_network_cfg(cfgfile);
if (string.IsNullOrEmpty(weightfile))
{
Parser.load_weights(net, weightfile);
}
Network.set_batch_network(net, 1);
Utils.Rand = new Random(2222222);
var sw = new Stopwatch();
string input = "";
while (true)
{
if (!string.IsNullOrEmpty(filename))
{
input = filename;
}
else
{
Console.Write($"Enter Image Path: ");
input = Console.ReadLine();
if (string.IsNullOrEmpty(input))
{
return;
}
input = input.TrimEnd();
}
Image im = LoadArgs.load_image_color(input, 0, 0);
Network.resize_network(net, im.W, im.H);
Console.Write($"%d %d %d\n", im.H, im.W, im.C);
float[] x = im.Data;
sw.Reset();
sw.Start();
Network.network_predict(net, x);
sw.Stop();
Console.Write($"%s: Predicted ini %f seconds.\n", input, sw.Elapsed.Seconds);
Image pred = Network.get_network_image(net);
Image upsampled = LoadArgs.resize_image(pred, im.W, im.H);
Image thresh = LoadArgs.threshold_image(upsampled, .5f);
pred = thresh;
LoadArgs.show_image(pred, "prediction");
LoadArgs.show_image(im, "orig");
CvInvoke.WaitKey();
CvInvoke.DestroyAllWindows();
if (!string.IsNullOrEmpty(filename))
{
break;
}
}
}