private void evaluate_Click(object sender, EventArgs e)
{
var bitmap = GetImage(this.textBox1.Text);
var output = (Bitmap)bitmap.Clone();
bitmap = BitmapTool.ResizeImage(bitmap, 300, 300);
bitmap.Save("input.jpg");
var boxes = new List <BoundingBox>();
int divisor = (int)this.divisorUpDown.Value;
var allExtracts = BitmapTool.SlideWindow(bitmap, 140, 140 / divisor)
.Concat(BitmapTool.SlideWindow(bitmap, 100, 100 / divisor))
.Concat(BitmapTool.SlideWindow(bitmap, 80, 80 / divisor))
.Concat(BitmapTool.SlideWindow(bitmap, 30, 30 / divisor));
foreach (var extracts in allExtracts.Batch(20))
{
boxes.AddRange(BitmapTool.Evaluate(extracts.ToList(), this._yhat, IMAGE_WIDTH, IMAGE_HEIGHT, (float)this.minProbaUpDown.Value / 100.0f));
}
this.currentBoundingBoxes.Clear();
var nms = new NonMaximumSuppresion();
var result = nms.Nms(boxes, (float)this.nmsUpDown.Value / 100.0f);
foreach (var boundingBox in result)
{
BitmapTool.DrawBoundingBox(output, boundingBox, Color.FromArgb(50, 0, 0, 255), false);
this.currentBoundingBoxes.Add(BitmapTool.Capture(bitmap, boundingBox));
}
this.pictureBox1.Image = output;
}
private void NewFrame_event(object send, NewFrameEventArgs e)
{
try
{
lock (this._locker)
{
var webcamFrame = e.Frame;
if (this._queueIn.Count == 0)
{
this._queueIn.Enqueue((Bitmap)webcamFrame.Clone());
}
if (this._queueOut.TryDequeue(out var boundingBox))
{
this._lastBoundingBoxes = boundingBox;
BeginInvoke(new Action(() => { this.Text = (++this._evaluationCount).ToString(); }));
}
if (this._lastBoundingBoxes != null)
{
foreach (var box in this._lastBoundingBoxes)
{
BitmapTool.DrawBoundingBox(webcamFrame, box, Color.FromArgb(50, 0, 0, 255), false);
}
var nms = new NonMaximumSuppresion();
var result = nms.Nms(this._lastBoundingBoxes, 0.20f);
foreach (var box in result)
{
BitmapTool.DrawBoundingBox(webcamFrame, box, Color.FromArgb(50, 0, 255, 0), false);
}
}
this.pictureBox.Image = (Image)webcamFrame.Clone();
}
}
catch
{
}
}