AI Camera Assessment

Live pose detection · automated scoring · fault detection · offline capture

Live capture — Vertical Jump

Hip-centroid flight-time model + reach calibration

REC 120fps Offline · edge inference
Pose lock 33/33Ground plane ✓Scale 1px = 4.1mm

Flight time

0.535 s

Knee flexion

107°

L/R symmetry

90%

Confidence

96%

Detected result

39.4 cm

91st percentile · F13 national norm

Fault detection

  • Valid countermovement depth
  • No arm-swing violation
  • Landing 6% left-dominant

Live coaching cue

"दोनों पैरों पर बराबर उतरो" — land evenly on both feet. Spoken in the athlete's language on-device.

Battery test queue

Tap a test to load its protocol and CV model

Device & integrity

Everything below runs without a network

Model latency (on device)24 ms/frame
Battery remaining3h 10m capture
Anti-cheat confidenceNo tampering
Records queued for sync11 records

Battery test workflow

Six steps, ~90 seconds per test, one assessor for a full class

  1. 1

    Identify

    Scan athlete QR or search by Splink ID — works fully offline from the cached roster.

  2. 2

    Calibrate

    3-second A4 sheet / cone calibration establishes the ground plane and scale.

  3. 3

    Record

    Camera records at 120fps; on-device pose runs in real time with a live quality bar.

  4. 4

    Validate

    Anti-cheat and protocol checks run before the score is accepted.

  5. 5

    Score

    Result, percentile, fault list and coaching cue generated in under 4 seconds.

  6. 6

    Sync

    Signed record queues to the Athlete Digital Passport; syncs on any network.

Perception → intelligence chain

Camera sees → AI detects → model calculates → Splink stores → insight

Camera Sees

1080p / 120fps phone video, 3s calibration board, any daylight ground surface.

HBC capture SDK · auto-exposure lock · lens-distortion profile

AI Detects

33-keypoint 3D pose skeleton, athlete re-ID, ground plane, equipment markers.

HBC pose engine (BlazePose-XL fine-tuned on 2.1M Indian youth frames)

Model Calculates

Joint angles, flight time, COM trajectory, contact events, symmetry index, fault flags.

Biomechanics solver + per-test scoring heads + anti-cheat validator

Splink Stores

Signed test record on the Athlete Digital Passport with evidence hash and confidence.

Longitudinal record store · ABHA/APAAR-linked identity · audit ledger

Insight Generated

Percentile vs national norms, talent potential delta, injury-risk flag, next drill block.

Splink intelligence layer · explainable scoring · vernacular narrative