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.
- 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
- How many landmarks does Google's MediaPipe Pose track, according to the guide?
- 33
- 17
- 12
- 68
- 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
- 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
- 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
- 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
- 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
- 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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