Hi!
I'd like to ask why after training an action classifier model using CreateML, I consistently fail to detect my wrist joint while using the live preview feature, while other joints are detected correctly. What could be causing this result? Thank you to anyone for providing answers.
Training Data Sources:
YouTube videos, searching keyword: "20min workout at home"
All videos display the full body.
Training Data Quantity:
Model 1: Target action: 1 video / Irrelevant action: 1 video
Model 2: Target action: 6 videos / Irrelevant action: 40 videos
Both Model 1 and Model 2 fail to detect the wrist joint during live preview.
Jay_CJ
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I am working on a SceneKit project where I use a CAShapeLayer as the content for SCNMaterial's diffuse.contents to display a progress bar. Here's my initial code:
func setupProgressWithCAShapeLayer() {
let progressLayer = createProgressLayer()
progressBarPlane?.firstMaterial?.diffuse.contents = progressLayer
DispatchQueue.main.async {
var progress: CGFloat = 0.0
Timer.scheduledTimer(withTimeInterval: 0.1, repeats: true) { timer in
progress += 0.01
if progress > 1.0 {
progress = 0.0
}
progressLayer.strokeEnd = progress // Update progress
}
}
}
// MARK: - ARSCNViewDelegate
func renderer(_ renderer: SCNSceneRenderer, didAdd node: SCNNode, for anchor: ARAnchor) {
progressBarPlane = SCNPlane(width: 0.2, height: 0.2)
setupProgressWithCAShapeLayer()
let planeNode = SCNNode(geometry: progressBarPlane)
planeNode.position = SCNVector3(x: 0, y: 0.2, z: 0)
node.addChildNode(planeNode)
}
This works fine, and the progress bar updates smoothly. However, when I change the code to use a class property (self.progressLayer) instead of a local variable, the rendering starts flickering on the screen:
func setupProgressWithCAShapeLayer() {
self.progressLayer = createProgressLayer()
progressBarPlane?.firstMaterial?.diffuse.contents = progressLayer
DispatchQueue.main.async { [weak self] in
var progress: CGFloat = 0.0
Timer.scheduledTimer(withTimeInterval: 0.1, repeats: true) { [weak self] timer in
progress += 0.01
if progress > 1.0 {
progress = 0.0
}
self?.progressLayer?.strokeEnd = progress // Update progress
}
}
}
After this change, the progressBarPlane in SceneKit starts flickering while being rendered on the screen.
My Question:
Why does switching from a local variable (progressLayer) to a class property (self.progressLayer) cause the flickering issue in SceneKit rendering?