Cobra Wings AI Feature

Lift your upper body while lying on your stomach.

Feature

Swift

  feature = .fitness(.cobraWings)
  feature = .fitness(.cobraWings, style: customOrConditionalStyle)

Kotlin

  feature = Feature.Fitness(FitnessFeature.Cobrawings)
  feature = Feature.Fitness(FitnessFeature.Cobrawings, style: customOrConditionalStyle)

React Native

  feature = 'fitness.cobraWings'
  featureStyles = { 'fitness.cobraWings': { conditionalColors: [{ min: 0.8, max: null, color: '#00FF00' }] } }

Basic Implementation

Swift

To show results you'll need to modify your view ZStack, which is we assume is setup as described in the Getting Started Guide:

ZStack(alignment: .top) {
    QuickPoseCameraView(useFrontCamera: true, delegate: quickPose)
    QuickPoseOverlayView(overlayImage: $overlayImage)
}

The basic implementation will require displaying some text to the screen, start with declaring this value in your swiftui view.

@State private var feedbackText: String? = nil

And show this feedback text as an overlay to the view in your branding.

ZStack(alignment: .top) {
    QuickPoseCameraView(useFrontCamera: true, delegate: quickPose)
    QuickPoseOverlayView(overlayImage: $overlayImage)
}
.overlay(alignment: .center) {
    if let feedbackText = feedbackText {
        Text(feedbackText)
            .font(.system(size: 26, weight: .semibold)).foregroundColor(.white).multilineTextAlignment(.center)
            .padding(16)
            .background(RoundedRectangle(cornerRadius: 8).foregroundColor(Color("AccentColor").opacity(0.8)))
            .padding(.bottom, 40)
    }
}

Note the above use of alignment in .overlay(alignment: .center), you can modify this to move the overlay around easily to say the bottom: .overlay(alignment: .bottom).

Kotlin xml

To show results you'll need to modify your camera and overlay view, which is we assume is setup as described in the Getting Started Guide:

override fun onCreate(savedInstanceState: Bundle?) {
        cameraAndOverlay = findViewById(R.id.quickpose_camera_and_overlay_view)
        cameraSwitchView = QuickPoseCameraSwitchView(this, quickPose)
        cameraAndOverlay?.addView(cameraSwitchView)

The basic implementation will require displaying some text to the screen, start with declaring this value in your view xml

  <TextView
        android:id="@+id/feedback_text_view"
        android:visibility="gone"
        android:layout_width="wrap_content"
        android:layout_height="wrap_content"
        android:gravity="center"
        android:padding="12dp"
        android:textColor="#FFFFFF"
        android:textSize="24sp"
        android:background="@drawable/spinner_background"
        android:text="Feedback"
        app:layout_constraintTop_toTopOf="parent"
        app:layout_constraintBottom_toBottomOf="parent"
        app:layout_constraintStart_toStartOf="parent"
        app:layout_constraintEnd_toEndOf="parent" />

private var feedbackTextView: TextView? = null

And show this feedback text as an overlay to the view in your branding.

override fun onCreate(savedInstanceState: Bundle?) {
        cameraAndOverlay = findViewById(R.id.quickpose_camera_and_overlay_view)
        cameraSwitchView = QuickPoseCameraSwitchView(this, quickPose)
        cameraAndOverlay?.addView(cameraSwitchView)
        feedbackTextView = findViewById<TextView>(R.id.feedback_text_view)

Kotlin Compose

React Native

To show results you'll need to modify your QuickPoseView, which we assume is setup as described in the Getting Started Guide:

<QuickPoseView
  sdkKey="YOUR_SDK_KEY"
  features={['overlay.wholeBody']}
  useFrontCamera={true}
  style={{ flex: 1 }}
/>

The basic implementation will require displaying some text to the screen, start with declaring this value in your component.

const [feedbackText, setFeedbackText] = useState<string | null>(null);

And show this feedback text as an overlay to the view in your branding.

<View style={{ flex: 1 }}>
  <QuickPoseView
    sdkKey="YOUR_SDK_KEY"
    features={['overlay.wholeBody']}
    useFrontCamera={true}
    style={{ flex: 1 }}
  />
  {feedbackText && (
    <View style={{
      position: 'absolute', alignSelf: 'center', top: '50%',
      backgroundColor: 'rgba(89,112,246,0.85)', padding: 16, borderRadius: 8,
    }}>
      <Text style={{ color: 'white', fontSize: 24 }}>{feedbackText}</Text>
    </View>
  )}
</View>

For this basic version it fills the feedback text with the Cobra Wing result as a percentage, and hides the text when the feature result is not available.

Swift

quickPose.start(features: [.fitness(.cobraWings)], onFrame: { status, image, features, feedback, landmarks in
    switch status {
        case .success:
            overlayImage = image
            if let result = features.values.first  {
                feedbackText = "Cobra Wings: \(Int(result.value * 100))%"
            } else {
                feedbackText = nil
            }
        case .noPersonFound:
            feedbackText = "Stand in view";
        case .sdkValidationError:
            feedbackText = "Be back soon";
    }
})

Kotlin

quickPose.start(
    arrayOf(.fitness(.cobraWings)),
    onFrame = { status, overlay, features, feedback, landmarks ->
        runOnUiThread {
            feedbackTextView?.apply {
                when (status) {
                    is Status.Success -> {
                        if (features.values.isNotEmpty()) {
                            val result = features.values.first()
                            text = "Cobra Wings: ${(result.value * 100).toInt()}%"
                            visibility = View.VISIBLE
                        } else {
                            text = ""
                            visibility = View.GONE
                        }
                    }
                    Status.NoPersonFound -> {
                        text = "Stand in view"
                        visibility = View.VISIBLE
                    }
                    Status.SdkValidationError -> {
                        text = "Be back soon"
                        visibility = View.VISIBLE
                    }
                }
            }
        }
   

React Native

<QuickPoseView
  sdkKey="YOUR_SDK_KEY"
  features={['fitness.cobraWings']}
  useFrontCamera={true}
  style={{ flex: 1 }}
  onUpdate={(event) => {
    const { results } = event.nativeEvent;
    if (results.length > 0) {
      setFeedbackText("Cobra Wings: " + Math.round(results[0].value * 100) + "%");
    } else {
      setFeedbackText(null);
    }
  }}
/>

Form Feedback

We recommend using the feature feedback to guide the user if an error occurs

Swift

quickPose.start(features: [.fitness(.cobraWings)], onFrame: { status, image, features, feedback, landmarks in
    switch status {
        case .success:
            overlayImage = image
            if let result = features.values.first  {
                feedbackText = "Cobra Wings: \(Int(result.value * 100))%"
            } else if let feedback = feedback.values.first, feedback.isRequired  {
                feedbackText = feedback.displayString
            } else {
                feedbackText = nil
            } 
        case .noPersonFound:
            feedbackText = "Stand in view";
        case .sdkValidationError:
            feedbackText = "Be back soon";
    }
})

Kotlin

quickPose.start(
    arrayOf(.fitness(.cobraWings)),
        onFrame = { status, overlay, features, feedback, landmarks ->
            runOnUiThread {
                feedbackTextView?.apply {
                    when (status) {
                        is Status.Success -> {
                            if (features.values.isNotEmpty()) {
                                val result = features.values.first()
                                text = "Cobra Wings: ${(result.value * 100).toInt()}%"
                                visibility = View.VISIBLE
                            } else if (feedback.isNotEmpty() && feedback.values.first().isRequired) {
                                val feedbackResult = feedback.values.first()
                                text = feedbackResult.displayString
                                visibility = View.VISIBLE
                            } else {
                                text = ""
                                visibility = View.GONE
                            }
                        }
                        Status.NoPersonFound -> {
                            text = "Stand in view"
                            visibility = View.VISIBLE
                        }
                        Status.SdkValidationError -> {
                            text = "Be back soon"
                            visibility = View.VISIBLE
                        }
                    }
                }
            }
        }
    }
)

React Native

<QuickPoseView
  sdkKey="YOUR_SDK_KEY"
  features={['fitness.cobraWings']}
  useFrontCamera={true}
  style={{ flex: 1 }}
  onUpdate={(event) => {
    const { results, feedback } = event.nativeEvent;
    if (results.length > 0) {
      setFeedbackText("Cobra Wings: " + Math.round(results[0].value * 100) + "%");
    } else if (feedback) {
      setFeedbackText(feedback);
    } else {
      setFeedbackText(null);
    }
  }}
/>

Body position: "Get on your front, side on"

.body(feedback: floorSideOnWithBackOffTheGround, isRequired: true) 

Joint Visibility:

"Move left arm into view" "Move right arm into view" "Move upper body into view"
"Move left leg into view" "Move right leg into view" "Move lower body into view"
"Move whole body into view"

.group(action: .move, group:.arm(side: .left), direction:.intoView, isRequired: true) 
.group(action: .move, group:.arm(side: .right), direction:.intoView, isRequired: true) 
.group(action: .move, group:.upperBody, direction:.intoView, isRequired: true) 
.group(action: .move, group:.leg(side: .left), direction:.intoView, isRequired: true)
.group(action: .move, group:.leg(side: .right), direction:.intoView, isRequired: true)
.group(action: .move, group:.lowerBody, direction:.intoView, isRequired: true)
.group(action: .move, group:.wholeBody, direction:.intoView, isRequired: true)

Conditional Styling

To give user feedback consider using conditional styling so that when the user's measurement goes above a threshold, here 0.8, a green highlight is shown.

Swift

let greenHighlightStyle = QuickPose.Style(conditionalColors: [QuickPose.Style.ConditionalColor(min: 0.8, max: nil, color: UIColor.green)])
quickPose.start(features: [.fitness(.cobraWings, style: customOrConditionalStyle)],
                onFrame: { status, image, features, feedback, landmarks in  ...
})

Kotlin

val greenHighlightStyle = Style(conditionalColors = listOf(Style.ConditionalColor(min = 0.8f, max = null, color = Color.valueOf(Color.GREEN))))
quickPose.start(arrayOf(Feature.Fitness(FitnessFeature.Cobrawings, style: customOrConditionalStyle)),
    onFrame = { status, overlay, features, feedback, landmarks -> ...
})

React Native

<QuickPoseView
  sdkKey="YOUR_SDK_KEY"
  features={['fitness.cobraWings']}
  featureStyles={{
    'fitness.cobraWings': {
      conditionalColors: [
        { min: 0.8, max: null, color: '#00FF00' },
      ],
    },
  }}
  useFrontCamera={true}
  style={{ flex: 1 }}
  onUpdate={(event) => { ... }}
/>

Cobra Wing Counting

To count the Cobra Wings declare a configurable threshold counter, which can be used to turn lots of our features into counts.

Swift

  @State private var counter = QuickPoseThresholdCounter()

Kotlin

  private var counter: QuickPoseThresholdCounter = QuickPoseThresholdCounter()

React Native

  const [counter, setCounter] = useState(0);
  const wasAboveThreshold = useRef(false);

Then pass QuickPose's Cobra Wing result to the counter, and display in the feedback text declared above.

Swift

quickPose.start(features: [.fitness(.cobraWings)], onFrame: { status, image, features, feedback, landmarks in
    switch status {
        case .success:
            overlayImage = image
            if let result = features.values.first  {
                let counterState = counter.count(result.value)
                feedbackText = "\(counterState.count) Cobra Wings"
            } else {
                feedbackText = nil
            }
            
        case .noPersonFound:
            feedbackText = "Stand in view";
        case .sdkValidationError:
            feedbackText = "Be back soon";
    }
})

Kotlin

quickPose.start(
    arrayOf(.fitness(.cobraWings)),
        onFrame = { status, overlay, features, feedback, landmarks ->
            runOnUiThread {
                feedbackTextView?.apply {
                    when (status) {
                        is Status.Success -> {
                            if (features.values.isNotEmpty()) {
                                val result = features.values.first()
                                val counterState = counter.count(result.value)
                                text = "${counterState.count} Cobra Wings"
                                visibility = View.VISIBLE
                            } else {
                                text = ""
                                visibility = View.GONE
                            }
                        }
                        Status.NoPersonFound -> {
                            text = "Stand in view"
                            visibility = View.VISIBLE
                        }
                        Status.SdkValidationError -> {
                            text = "Be back soon"
                            visibility = View.VISIBLE
                        }
                    }
                }
            }
        }
    }
)

React Native

// Declare counter state
const [counter, setCounter] = useState(0);
const wasAboveThreshold = useRef(false);

<QuickPoseView
  sdkKey="YOUR_SDK_KEY"
  features={['fitness.cobraWings']}
  useFrontCamera={true}
  style={{ flex: 1 }}
  onUpdate={(event) => {
    const { results, feedback } = event.nativeEvent;
    if (results.length > 0) {
      const v = results[0].value;
      if (v >= 0.5 && !wasAboveThreshold.current) {
        wasAboveThreshold.current = true;
      } else if (v < 0.3 && wasAboveThreshold.current) {
        wasAboveThreshold.current = false;
        setCounter(c => c + 1);
      }
      setFeedbackText(counter + " Cobra Wings");
    }
    if (feedback) setFeedbackText(feedback);
  }}
/>

Cobra Wing Timing

To time the Cobra Wings declare a configurable threshold timer, which can be used to turn lots of our features into timers. For Cobra Wings, we suggest modifying the default threshold, taking account of expected camera positioning and tilt.

Swift

  @State private var timer = QuickPoseThresholdTimer(threshold: 0.2)

Kotlin

  private var timer: QuickPoseThresholdTimer = QuickPoseThresholdTimer()

React Native

  const [elapsed, setElapsed] = useState(0);
  const timerStart = useRef(null);

Then pass the result's raw value to the timer, and display in the feedback text declared above.

Swift

quickPose.start(features: [.fitness(.cobraWings)], onFrame: { status, image, features, feedback, landmarks in
    switch status {
        case .success:
            overlayImage = image
            if let result = features.values.first  {
                let timerState = timer.time(result.value)
                feedbackText = String(format: "%.1f", timerState.time) + "secs"
            } else {
                feedbackText = nil
            }
            
        case .noPersonFound:
            feedbackText = "Stand in view";
        case .sdkValidationError:
            feedbackText = "Be back soon";
    }
})

Kotlin

quickPose.start(
    arrayOf(.fitness(.cobraWings)),
        onFrame = { status, overlay, features, feedback, landmarks ->
            runOnUiThread {
                feedbackTextView?.apply {
                    when (status) {
                        is Status.Success -> {
                            if (features.values.isNotEmpty()) {
                                val result = features.values.first()
                                val timerState = timer.time(result.value)
                                text = String.format("%.2f secs", timerState.time)
                                visibility = View.VISIBLE
                            } else {
                                text = ""
                                visibility = View.GONE
                            }
                        }
                        Status.NoPersonFound -> {
                            text = "Stand in view"
                            visibility = View.VISIBLE
                        }
                        Status.SdkValidationError -> {
                            text = "Be back soon"
                            visibility = View.VISIBLE
                        }
                    }
                }
            }
        }
    }
)

React Native

// Declare timer state
const [elapsed, setElapsed] = useState(0);
const timerStart = useRef(null);

<QuickPoseView
  sdkKey="YOUR_SDK_KEY"
  features={['fitness.cobraWings']}
  useFrontCamera={true}
  style={{ flex: 1 }}
  onUpdate={(event) => {
    const { results } = event.nativeEvent;
    if (results.length > 0) {
      if (!timerStart.current) timerStart.current = Date.now();
      const secs = (Date.now() - timerStart.current) / 1000;
      setFeedbackText(secs.toFixed(1) + " secs");
    } else {
      timerStart.current = null;
      setFeedbackText(null);
    }
  }}
/>