private void OnLoadModel(object sender, RoutedEventArgs e)
{
PoseNet posenet = new PoseNet();
using (var graph = new TFGraph())
{
graph.Import(File.ReadAllBytes("Resources\\frozen_model.bytes"));
var session = new TFSession(graph);
string input = "photo.jpg";
var tensor = ImageUtil.CreateTensorFromImageFile(input);
var runner = session.GetRunner();
runner.AddInput(graph["image"][0], tensor);
runner.Fetch(
graph["heatmap"][0],
graph["offset_2"][0],
graph["displacement_fwd_2"][0],
graph["displacement_bwd_2"][0]
);
var result = runner.Run();
var heatmap = (float[, , , ])result[0].GetValue(jagged: false);
var offsets = (float[, , , ])result[1].GetValue(jagged: false);
var displacementsFwd = (float[, , , ])result[2].GetValue(jagged: false);
var displacementsBwd = (float[, , , ])result[3].GetValue(jagged: false);
var poses = posenet.DecodeMultiplePoses(
heatmap, offsets,
displacementsFwd,
displacementsBwd,
outputStride: 16, maxPoseDetections: 15,
scoreThreshold: 0.001f, nmsRadius: 20);
}
}
void Start()
{
string path = Path.Combine(Application.streamingAssetsPath, fileName);
poseNet = new PoseNet(path);
// Init camera
string cameraName = WebCamUtil.FindName();
webcamTexture = new WebCamTexture(cameraName, 640, 480, 30);
webcamTexture.Play();
cameraView.texture = webcamTexture;
glDrawer.OnDraw += OnGLDraw;
}
private void Start()
{
poseNet = new PoseNet(fileName);
draw = new PrimitiveDraw(Camera.main, gameObject.layer)
{
color = Color.green,
};
cancellationToken = this.GetCancellationTokenOnDestroy();
var webCamInput = GetComponent <WebCamInput>();
webCamInput.OnTextureUpdate.AddListener(OnTextureUpdate);
}
void Start()
{
string path = Path.Combine(Application.streamingAssetsPath, fileName);
poseNet = new PoseNet(path);
// Init camera
string cameraName = WebCamUtil.FindName();
webcamTexture = new WebCamTexture(cameraName, 640, 480, 30);
webcamTexture.Play();
cameraView.texture = webcamTexture;
draw = new PrimitiveDraw()
{
color = Color.green,
};
}
// Use this for initialization
void Start()
{
_camera = GetComponent <Camera>();
WebCamDevice[] devices = WebCamTexture.devices;
if (devices.Length > 1)
{
webcamTexture = new WebCamTexture(devices[1].name, Screen.width, (Screen.height / 2), FPS);
}
else
{
webcamTexture = new WebCamTexture(devices[0].name, Screen.width, (Screen.height / 2), FPS);
}
if (posenet == null)
{
posenet = new PoseNet();
debugText.text = "Model Loaded";
}
// GetComponent<Renderer>().material.mainTexture = webcamTexture;
m_Display.material.mainTexture = webcamTexture;
// model = ModelLoader.LoadFromStreamingAssets(modelName + ".bytes");
// worker = BarracudaWorkerFactory.CreateWorker(BarracudaWorkerFactory.Type.Compute, model);
webcamTexture.Play();
// gl = GameObject.Find("GLRenderer").GetComponent<GLRenderer>();
gl = GameObject.FindGameObjectWithTag("GLRenderer").GetComponent <GLRenderer>();
// StartCoroutine(PoseUpdateFromStart());
Debug.Log("Made it to the end of start");
// worker.Dispose();
}