public static async Task Main()
{
try
{
Console.WriteLine($"API = {InferenceEngineLibrary.GetApiVersion()}");
using var cts = new CancellationTokenSource();
var ct = cts.Token;
using var detector = new Detector(@"C:\Users\nickr\Documents\Intel\OpenVINO\openvino_models\intel\face-detection-0104\FP16\face-detection-0104.xml");
DumpCoreInformation(detector.Core);
var boundedOptions = new BoundedChannelOptions(MaxFrames)
{
AllowSynchronousContinuations = false, SingleReader = true, SingleWriter = true
};
var emptyChannel = Channel.CreateBounded <RawFrame>(boundedOptions);
var populatedChannel = Channel.CreateBounded <RawFrame>(boundedOptions);
var decoderThread = new Thread(() => DecoderThread(emptyChannel.Reader, populatedChannel.Writer, ct));
decoderThread.Start();
await detector.ProcessAsync(populatedChannel.Reader, emptyChannel.Writer, "GPU", ct);
}
catch (Exception ex)
{
Console.WriteLine($"Error: {ex}");
}
}
public static async Task Main()
{
try
{
Console.WriteLine($"API = {InferenceEngineLibrary.GetApiVersion()}");
using var cts = new CancellationTokenSource();
var ct = cts.Token;
using var detector = await Detector.LoadAsync(@"C:\Users\nickr\Documents\Intel\OpenVINO\openvino_models\intel\person-vehicle-bike-detection-crossroad-1016\FP16\person-vehicle-bike-detection-crossroad-1016.xml", ct);
//using var detector = new Detector(@"C:\Users\nickr\Documents\Intel\OpenVINO\openvino_models\intel\person-vehicle-bike-detection-crossroad-1016\FP16\person-vehicle-bike-detection-crossroad-1016.xml");
//using var detector = new Detector(@"C:\Users\nickr\Documents\Intel\OpenVINO\openvino_models\intel\face-detection-0104\FP16\face-detection-0104.xml");
//using var detector = new Detector(@"C:\Users\nickr\Documents\Intel\OpenVINO\openvino_models\intel\face-detection-0104\FP32\face-detection-0104.xml");
DumpCoreInformation(detector.Core);
var source = SourceFeeds;
detector.Initialise("GPU");
var decoderThreads = source
.Select((source, index) =>
{
var handler = new RawFrameHandler(index, blocking: false);
var thread = new Thread(() => DecoderThread(index, handler, source, ct))
{
Priority = ThreadPriority.AboveNormal,
};
thread.Start();
return(thread, handler);
})
.ToArray();
var handlers = decoderThreads.Select(v => v.handler).ToArray();
await detector.ProcessAsync(handlers, ct);
Console.WriteLine("Finished");
}
catch (Exception ex)
{
Console.WriteLine($"Error: {ex}");
}
}
