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Heatmap and player movement

Court cameras follow each of the four players through the whole match. After the game the app shows a heat map: where on court the player spent time, distance covered, peak speed and sprints, time at the net. No wristbands or sensors.

Court 4, a real training session at 6× speed: the map builds up from player positions seen by the court cameras; faces blurred

What it is and why

In padel position decides a lot: the pair that gets to the net in time wins the rally. But players do not see it — they remember shots, not where they stood. The heat map shows it honestly: from the court cameras, for each player, for the whole match.

Overview cameras see the players on the whole court, the court server turns their position into court coordinates and builds the movement over the match. All four players see their map and numbers in the app and can compare themselves with their partner and opponents.

What it does

Heatmap and player movement

  • A heatmap for each player per match
  • Distance, metres per minute, top speed, sprints
  • Share of time at the net, in transition and at the back
  • Comparison with your partner and opponents
What the court needs

An AI Padel smart court with overview cameras.

How it works

How it works

  1. Cameras see the players

    Overview cameras in the court corners see all four players in every frame.

  2. Position on court

    Using the camera calibration the court server turns a player's position into metres on court.

  3. Movement over the match

    From positions over time it computes each player's path: distance, speed, sprints.

  4. Court zones

    The server counts how long the player spent at the net, in transition and at the back.

  5. Map in the app

    After the match the match card shows the heat map and numbers of all four players.

  6. Comparison

    Compare yourself with your partner, opponents and past matches.

AI Padel app screen: Heatmap and player movement

What you will see

What you will see

Player in the app

Heat map on a court diagram, distance, metres per minute, peak speed, sprints, time by zone.

Coach

Students' numbers by match — where position is lost.

Club

More value per smart-court match: players get a movement review after every booking.

Limits, honestly

Limits, honestly

  • If players hide each other for a long time or leave the cameras' view, points on the map drop out for those seconds.
  • The map and numbers appear after the match, not during play.
  • This is movement from cameras, not a heart-rate monitor: no pulse or calories.

Who it helps

Who it helps

Players

See where you lose position: too little time at the net or a late move forward.

Coaches

A student's movement from real play, not from feelings.

Clubs

One more reason to play on the smart court.

API

API

The same data in your systems through the open API.

POST /v1/ingest/match-movement # court server sends player movement
GET /v1/matches/{match_id} # movement, distance and court coverage in the match

API documentation →

Questions and answers

Questions and answers

Do I need wristbands or sensors?

No, everything comes from the court cameras.

Can I see the opponents?

Yes, maps and numbers of all four match players.

When does the map appear?

After the match, in the match card in the app.

What are “sprints”?

Short sharp accelerations — how many times the player burst towards the ball.

How is distance computed?

From the player's position on court at every moment — the court server adds up the path.

Why time at the net?

In padel the pair at the net wins more points; the map shows how long you were there.

Can I compare with past matches?

Yes, every match with a map stays in the player's history.

Are calories and pulse counted?

No, only movement from cameras.