Guide-linked quiz · Hard Level

How to Check Your Exercise Form With AI Quiz

Tests how pose estimation finds body keypoints, why one camera angle hides some errors, and when a qualified coach beats an app.

Question 1 of 8

What does a pose estimation model output for each video frame?

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Answers and explanations appear as you take the quiz.

  1. What does a pose estimation model output for each video frame?
    • A 3D scan of the whole body surface
    • Coordinates for body landmarks called keypoints
    • A heart-rate reading
    • The weight on the bar
  2. How many landmarks does Google's MediaPipe Pose track, according to the guide?
    • 33
    • 17
    • 12
    • 68
  3. Why might an app filming from the side miss knees caving inward?
    • Knee caving only shows up in slow motion
    • Side views hide the hips
    • Inward knee movement runs toward or away from a side camera, which a flat image shows poorly
    • Apps do not track knees
  4. Which problem does the guide say is mostly invisible to a single-camera app?
    • Whether you did 8 or 10 reps
    • Whether your hips went below your knees from the side
    • Your tempo
    • Bracing, breathing and pressure through the feet
  5. Why does the guide say 'good form' from an app does not guarantee safety?
    • The thresholds are generic and ignore differences like thigh length, ankle mobility and injury history
    • Apps always score everyone as good
    • Form does not matter for safety
    • Apps only work for push-ups
  6. How is a knee angle calculated from keypoints?
    • By measuring the length of the shin only
    • From the hip, knee and ankle keypoints, using the angle between the vectors from the knee
    • By counting the frames in one rep
    • From the heatmap's brightest color
  7. Why do rep counters typically use two different angle thresholds?
    • To measure the weight lifted
    • To tell squats from lunges
    • To stop small wobbles from counting as extra reps
    • To save battery
  8. Which situation does the guide say calls for a coach rather than relying on the app?
    • Counting push-ups at home
    • Checking tempo on bodyweight squats
    • Filming from a second angle
    • Feeling pain, learning heavy barbell lifts, rehab, or stalled progress

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