/* Processes individual image entries one by one.
* NOTE: There is an overhead for reading the weight file every iteration.
* Route to the other async function to batch process files
*/
private void Async_ImageTagging_Start()
{
String DarknetDir = Properties.Settings.Default.Darknet_Path;
String WorkspaceDir = Properties.Settings.Default.ProjectDir;
CmdProcess Proc = new CmdProcess(DarknetDir);
foreach (string str in ImageQueue)
{
// Section to copy over image
String ImageCopyStartPath = Path.Combine(DarknetDir, "predictions.jpg");
String ImageCopyEndPath = Path.Combine(WorkspaceDir, "ImageTag", Path.GetFileName(str));
// Check if file already exists (Bounding rectangle output file)
String ResultFileStartPath = Path.Combine(DarknetDir, "output.txt");
String ResultFileEndPath = Path.Combine(WorkspaceDir, "ImageData", Path.GetFileName(str) + ".txt");
if (ShowResultImage)
{
Proc.AddToQueue(@"darknet.exe detect cfg/yolov3.cfg weights/yolov3.weights " + str);
Proc.QueueCopy(ImageCopyStartPath, ImageCopyEndPath);
}
else
{
Proc.AddToQueue(@"darknet.exe detect cfg/yolov3.cfg -dont_show weights/yolov3.weights " + str);
}
Proc.QueueCopy(ResultFileStartPath, ResultFileEndPath);
}
Proc.ExecuteAndDispose();
}
private void ImageTagging_Task(List <String> ImageList, bool ShowImages = false, String ImageOutputPath = "ImageTag", String DataOutputPath = "ImageData")
{
// MessageBox.Show();
String DarknetDir = Properties.Settings.Default.Darknet_Path;
String WorkspaceDir = Properties.Settings.Default.ProjectDir;
CmdProcess Proc = new CmdProcess(DarknetDir);
foreach (String str in ImageList)
{
// Section to copy over image
// String ImageCopyStartPath = Path.Combine(DarknetDir, "predictions.jpg");
String ImageCopyEndPath = Path.Combine(WorkspaceDir, ImageOutputPath, Path.GetFileName(str));
// Check if file already exists (Bounding rectangle output file)
// String ResultFileStartPath = Path.Combine(DarknetDir, "result.json");
String ResultFileEndPath = Path.Combine(WorkspaceDir, DataOutputPath, Path.GetFileName(str) + ".txt");
if (ShowImages)
{
Proc.AddToQueue(@"darknet.exe detector test cfg/coco.data cfg/yolov3.cfg weights/yolov3.weights -ext_output -out result.json " + str);
Proc.QueueCopy("predictions.jpg", ImageCopyEndPath);
}
else
{
Proc.AddToQueue(@"darknet.exe detect cfg/yolov3.cfg weights/yolov3.weights -ext_output -dont_show -out result.json " + str);
}
Proc.QueueCopy("result.json", ResultFileEndPath);
}
Proc.ExecuteAndDispose();
}
private void TagImages_AlwaysShow_Task(List <String> ImageList, String ImageOutputPath = "ImageTag", String DataOutputPath = "ImageData")
{
String DarknetDir = Properties.Settings.Default.Darknet_Path;
String WorkspaceDir = Properties.Settings.Default.ProjectDir;
CmdProcess Proc = new CmdProcess(DarknetDir);
foreach (String str in ImageList)
{
// Section to copy over image
String ImageCopyStartPath = Path.Combine(DarknetDir, "predictions.jpg");
String ImageCopyEndPath = Path.Combine(WorkspaceDir, ImageOutputPath, Path.GetFileName(str));
String ResultFileEndPath = Path.Combine(WorkspaceDir, DataOutputPath, Path.GetFileName(str) + ".json");
Proc.AddToQueue(@"darknet.exe detector test cfg/coco.data cfg/yolov3.cfg weights/yolov3.weights -ext_output -out " + ResultFileEndPath + " " + str);
Proc.QueueCopy(ImageCopyStartPath, ImageCopyEndPath);
}
Proc.Execute();
Proc.Dispose();
}