public void GetBoundingBoxes()
{
PrepareModel(Model);
Assert.True(File.Exists(Model), $"Failed to download {ModelUrl}");
using (var obj = StructuredEdgeDetection.Create(Model))
using (var image = Image("blob/shapes1.png", ImreadModes.Color))
using (var image32F = new Mat())
using (var edges = new Mat())
using (var orientation = new Mat())
using (var edgesNms = new Mat())
{
image.ConvertTo(image32F, MatType.CV_32FC3, 1.0 / 255);
obj.DetectEdges(image32F, edges);
obj.ComputeOrientation(edges, orientation);
obj.EdgesNms(edges, orientation, edgesNms);
using (var eb = EdgeBoxes.Create(maxBoxes: 5))
{
eb.GetBoundingBoxes(edgesNms, orientation, out var boxes);
Assert.NotEmpty(boxes);
foreach (var box in boxes)
{
image.Rectangle(box, Scalar.Red, 2);
}
ShowImagesWhenDebugMode(image32F, edges, orientation, edgesNms, image);
//Window.ShowImages(image, edgesNms);
}
}
}
public void CreateAndDispose1()
{
PrepareModel(Model);
Assert.True(File.Exists(Model), $"Failed to download {ModelUrl}");
using (var obj = StructuredEdgeDetection.Create(Model))
{
GC.KeepAlive(obj);
}
}
public async Task CreateAndDispose2()
{
await PrepareModel(Model);
Assert.True(File.Exists(Model), $"Failed to download {ModelUrl}");
using (var rf = RFFeatureGetter.Create())
using (var obj = StructuredEdgeDetection.Create(Model, rf))
{
GC.KeepAlive(obj);
}
}
public void DetectEdges()
{
PrepareModel(Model);
Assert.True(File.Exists(Model), $"Failed to download {ModelUrl}");
using (var obj = StructuredEdgeDetection.Create(Model))
using (var image = Image("blob/shapes1.png", ImreadModes.Color))
using (var image32F = new Mat())
using (var edges = new Mat())
using (var orientation = new Mat())
using (var edgesNms = new Mat())
{
image.ConvertTo(image32F, MatType.CV_32FC3, 1.0 / 255);
obj.DetectEdges(image32F, edges);
obj.ComputeOrientation(edges, orientation);
obj.EdgesNms(edges, orientation, edgesNms);
ShowImagesWhenDebugMode(image32F, edges, orientation, edgesNms);
}
}
