static void Main(string[] args)
{
LogEvents.Subscribe(i =>
{
i.Operation.Id = "";
Console.WriteLine(i.ToLogString());
}, new[]
{
typeof(PiTop4Board).Assembly,
typeof(FoundationPlate).Assembly,
typeof(ExpansionPlate).Assembly,
typeof(RoverRobot).Assembly,
typeof(StreamingCamera).Assembly,
typeof(Program).Assembly,
});
var js = new XBoxController();
// using ` mjpg_streamer -i "input_uvc.so -d /dev/video0" -o output_http.so`
// ==> http://pi-top.local:8080/?action=stream
PiTop4Board.Instance.UseCamera();
using var rover = new RoverRobot(PiTop4Board.Instance.GetOrCreateExpansionPlate(), PiTop4Board.Instance.GetOrCreateCamera <StreamingCamera>(0),
RoverRobotConfiguration.Default);
var camControl = rover.TiltController;
var motorControl = rover.MotionComponent as SteeringMotorController;
rover.AllLightsOn();
rover.BlinkAllLights();
Observable.Interval(TimeSpan.FromMilliseconds(10))
.Select(_ => (X: js.LeftStick.X, Y: js.LeftStick.Y))
.DistinctUntilChanged()
.Subscribe(stick =>
{
var left = stick.X.WithDeadZone(-.5, .5, .3);
var forward = stick.Y;
motorControl.SetPower((forward + left) / 1.5, (forward - left) / 1.5);
});
js.Events.OfType <ButtonEvent>().Where(e => e.Button == Button.A)
.Subscribe(e =>
{
if (e.Pressed)
{
rover.AllLightsOn();
}
else
{
rover.AllLightsOff();
}
});
js.Events.OfType <ButtonEvent>().Where(e => e.Button == Button.X && e.Pressed)
.Subscribe(e =>
{
rover.Camera.GetFrame().Save("/home/pi/shot.jpg");
});
Observable.Interval(TimeSpan.FromMilliseconds(100))
.Select(_ => (X: js.RightStick.X, Y: js.RightStick.Y))
.DistinctUntilChanged()
.Subscribe(stick =>
{
camControl.SetSpeeds(
RotationalSpeed.FromRadiansPerSecond(stick.X / 3),
RotationalSpeed.FromRadiansPerSecond(stick.Y / 3)
);
});
js.Events.OfType <ButtonEvent>().Subscribe(e => Console.WriteLine($"Button: {e.Button} {e.Pressed}"));
js.Events.OfType <ButtonEvent>().Where(e => e.Button == Button.RightStick)
.Subscribe(e =>
{
camControl.Reset();
});
//Observable.Interval(TimeSpan.FromMilliseconds(100))
// .Select(_ =>
// new Unit[10].Select(_ => rover.UltrasoundFront.Distance.Centimeters).ToArray())
// .Subscribe(l =>
// {
// var mean = l.Average();
// var stddev = Math.Sqrt(l.Select(d => (d - mean) * (d - mean)).Average());
// var maxrange = 1.5 * stddev;
// var valid = l.Where(d => Math.Abs(d - mean) < maxrange).ToList();
// if (valid.Count > 0)
// {
// Console.WriteLine($"Distance= {valid.Average():F1} cm ({valid.Count}: mean {mean:F1}, stddev {stddev:F1}, max {valid.Max():F1}, min {valid.Min():F1})");
// }
// });
var oef = new OneEuroFilter(minCutoff: 0.004, beta: 0.7);
Observable.Interval(TimeSpan.FromMilliseconds(100)).Select(_ => oef.Apply(rover.UltrasoundFront.Distance.Centimeters))
.Scan(new List <double>(), (list, d) => // sliding window
{
const int window = 10;
list.Add(d);
if (list.Count > window)
{
list.RemoveRange(0, list.Count - window);
}
return(new List <double>(list));
})
.Subscribe(l =>
{
var mean = l.Average();
var stddev = Math.Sqrt(l.Select(d => (d - mean) * (d - mean)).Average());
var maxrange = 1.5 * stddev;
var valid = l.Where(d => Math.Abs(d - mean) < maxrange).ToList();
if (valid.Count > 0)
{
Console.WriteLine($"Distance= {valid.Average():F1} cm ({valid.Count}: mean {mean:F1}, stddev {stddev:F1}, max {valid.Max():F1}, min {valid.Min():F1})");
}
});
Console.WriteLine("Ok, go drive around");
Console.ReadKey();
rover.AllLightsOff();
rover.Dispose();
}
static void Main(string[] args)
{
//LogEvents.Subscribe(i =>
//{
// i.Operation.Id = "";
// Console.WriteLine(i.ToLogString());
//}, new[]
//{
// typeof(PiTop4Board).Assembly,
// typeof(FoundationPlate).Assembly,
// typeof(ExpansionPlate).Assembly,
// typeof(RoverRobot).Assembly,
// typeof(StreamingCamera).Assembly,
// typeof(Program).Assembly,
//});
ImageClassifier.Register("onnx", () => new OnnxImageClassifier());
ImageClassifier classifier = null;
var js = new XBoxController();
// using ` mjpg_streamer -i "input_uvc.so -d /dev/video0" -o output_http.so`
// ==> http://pi-top.local:8080/?action=stream
PiTop4Board.Instance.UseCamera();
using var rover = new RoverRobot(PiTop4Board.Instance.GetOrCreateExpansionPlate(), PiTop4Board.Instance.GetOrCreateCamera <StreamingCamera>(0),
RoverRobotConfiguration.Default);
var camControl = rover.TiltController;
var motorControl = rover.MotionComponent as SteeringMotorController;
rover.AllLightsOn();
rover.BlinkAllLights();
Observable.Interval(TimeSpan.FromMilliseconds(10))
.Select(_ => (X: js.LeftStick.X, Y: js.LeftStick.Y))
.DistinctUntilChanged()
.Subscribe(stick =>
{
var left = stick.X.WithDeadZone(-.5, .5, .3);
var forward = stick.Y;
motorControl.SetPower((forward + left) / 1.5, (forward - left) / 1.5);
});
js.Events.OfType <ButtonEvent>().Where(e => e.Button == Button.A)
.Subscribe(e =>
{
if (e.Pressed)
{
rover.AllLightsOn();
}
else
{
rover.AllLightsOff();
}
});
js.Events.OfType <ButtonEvent>().Where(e => e.Button == Button.B && e.Pressed)
.Subscribe(e =>
{
rover.Camera.GetFrame().Save("/home/pi/shot.jpg");
});
js.Events.OfType <ButtonEvent>().Where(e => e.Button == Button.Y && e.Pressed)
.Subscribe(e =>
{
classifier?.Dispose();
var signatureFile = new FileInfo("/home/pi/models/pics/signature.json");
classifier = ImageClassifier.CreateFromSignatureFile(signatureFile);
Console.WriteLine($"Loaded model from {signatureFile.FullName}");
});
js.Events.OfType <ButtonEvent>().Where(e => e.Button == Button.X && e.Pressed)
.Subscribe(e =>
{
var frame = rover.Camera.GetFrame().Focus();
var result = classifier?.Classify(frame.CloneAs <Rgb24>());
if (result is { })
{
Console.WriteLine($"{result.Prediction.Label}");
}
});