public PoseDetect(string modelPath) : base(modelPath, true)
{
var options = new SsdAnchorsCalculator.Options()
{
inputSizeWidth = width,
inputSizeHeight = height,
minScale = 0.1484375f,
maxScale = 0.75f,
anchorOffsetX = 0.5f,
anchorOffsetY = 0.5f,
numLayers = 5,
featureMapWidth = new int[0],
featureMapHeight = new int[0],
strides = new int[] { 8, 16, 32, 32, 32 },
aspectRatios = new float[] { 1.0f },
reduceBoxesInLowestLayer = false,
interpolatedScaleAspectRatio = 1.0f,
fixedAnchorSize = true,
};
anchors = SsdAnchorsCalculator.Generate(options);
UnityEngine.Debug.AssertFormat(
anchors.Length == ANCHOR_LENGTH,
$"Anchors count must be {ANCHOR_LENGTH}, but was {anchors.Length}");
// Get Keypoint Mode
var odim0 = interpreter.GetOutputTensorInfo(0).shape;
KeypointsCount = (odim0[2] - 4) / 2;
}
public void MobileSSDConfig()
{
var options = new SsdAnchorsCalculator.Options()
{
numLayers = 6,
minScale = 0.2f,
maxScale = 0.95f,
inputSizeHeight = 300,
inputSizeWidth = 300,
anchorOffsetX = 0.5f,
anchorOffsetY = 0.5f,
featureMapWidth = new int[0] {
},
featureMapHeight = new int[0] {
},
strides = new int[] { 16, 32, 64, 128, 256, 512 },
aspectRatios = new float[] { 1.0f, 2.0f, 0.5f, 3.0f, 0.3333f },
reduceBoxesInLowestLayer = true,
interpolatedScaleAspectRatio = 1.0f,
fixedAnchorSize = false,
};
var testData = LoadTestData("anchor_golden_file_1.txt");
var anchors = SsdAnchorsCalculator.Generate(options);
AreEqual(testData, anchors);
}
public PalmDetect(string modelPath) : base(modelPath, true)
{
var options = new SsdAnchorsCalculator.Options()
{
inputSizeWidth = 256,
inputSizeHeight = 256,
minScale = 0.1171875f,
maxScale = 0.75f,
anchorOffsetX = 0.5f,
anchorOffsetY = 0.5f,
numLayers = 5,
featureMapWidth = new int[0],
featureMapHeight = new int[0],
strides = new int[] { 8, 16, 32, 32, 32 },
aspectRatios = new float[] { 1.0f },
reduceBoxesInLowestLayer = false,
interpolatedScaleAspectRatio = 1.0f,
fixedAnchorSize = true,
};
anchors = SsdAnchorsCalculator.Generate(options);
UnityEngine.Debug.AssertFormat(anchors.Length == 2944, "Anchors count must be 2944");
}
public void FaceDetectionConfigTest()
{
var options = new SsdAnchorsCalculator.Options()
{
numLayers = 5,
minScale = 0.1171875f,
maxScale = 0.75f,
inputSizeHeight = 256,
inputSizeWidth = 256,
anchorOffsetX = 0.5f,
anchorOffsetY = 0.5f,
featureMapWidth = new int[0] {
},
featureMapHeight = new int[0] {
},
strides = new int[] { 8, 16, 32, 32, 32 },
aspectRatios = new float[] { 1.0f },
reduceBoxesInLowestLayer = false,
interpolatedScaleAspectRatio = 1.0f,
fixedAnchorSize = true,
};
var testData = LoadTestData("anchor_golden_file_0.txt");
var anchors = SsdAnchorsCalculator.Generate(options);
AreEqual(testData, anchors);
}