Custom Model Setup #71
Description
Hello guys, I am new to these libraries, I have problems with the C# sharp file to config the custom model, probably I have set up bad the Anchors, Strides, and other stuff cause I did not understand how to set up those values.
This is the Class that extends the abstract Class YoloModel and I will load my model as file:
public class Class1 : YoloModel
{
public override int Width { get; set; } = 640;
public override int Height { get; set; } = 640;
public override int Depth { get; set; } = 3;
public override int Dimensions { get; set; } = 10;
public override int[] Strides { get; set; } = new int[3] { 8, 16, 32 };
public override int[][][] Anchors { get; set; } = new int[3][][]
{
new int[3][]
{
new int[2] { 10, 13 },
new int[2] { 16, 30 },
new int[2] { 33, 23 }
},
new int[3][]
{
new int[2] { 30, 61 },
new int[2] { 62, 45 },
new int[2] { 59, 119 }
},
new int[3][]
{
new int[2] { 116, 90 },
new int[2] { 156, 198 },
new int[2] { 373, 326 }
}
};
public override int[] Shapes { get; set; } = new int[3] { 80, 40, 20 };
public override float Confidence { get; set; } = 0.2f;
public override float MulConfidence { get; set; } = 0.25f;
public override float Overlap { get; set; } = 0.45f;
public override string[] Outputs { get; set; } = new string[1] { "output" };
public override List<YoloLabel> Labels { get; set; } = new List<YoloLabel>
{
new YoloLabel
{
Id = 1,
Name = "c22_ok"
},
new YoloLabel
{
Id = 2,
Name = "c22_wrong"
},
new YoloLabel
{
Id = 3,
Name = "c23_ok"
},
new YoloLabel
{
Id = 4,
Name = "c23_wrong"
}
};
public override bool UseDetect { get; set; } = true;
}