Liat.ai

Liat.ai learns everything about the match from just the broadcast feed.

Our high accuracy models follow every player and the ball from a single camera. They detect more than thirty types of event as the match is played.

How it works

  1. The match

    Germany v United States
    The live match as Liat.ai receives it, from one broadcast camera.

  2. Our high accuracy models

    • Players
      Player detection and tracking: every player, goalkeeper and referee boxed and followed by Liat.ai.
    • The ball
      Ball tracking: Liat.ai marks the ball and draws its path as it moves.
    • Teams
      Team detection: each player boxed in the colour of his team.
    • Jersey numbers
      Jersey number recognition: each player labelled with his team and shirt number.
    • Pitch lines
      Pitch keypoint detection: known points on the pitch lines marked as the camera moves.
    • And more

      Other advanced proprietary scene recognition and event detection modelsProprietary scene and event models

  3. The decision system

    • Match history
    • Match stats
    All models together
    All of Liat.ai's computer vision models on one frame: players, ball, teams, jersey numbers and pitch lines.
    • Match clock
    • Pitch area

  4. Live commentary

    Germany v United StatesCommentary
    The live match with live AI commentary from Liat.ai written as captions along the bottom.

    MarcusKimmich floats in the free kick…

What Liat.ai detects

In every frame, the models find where each player is, where the ball is and which team has it.

Choose one to see it on the match.

Liat.ai on a real matchPlayers

Tactical analysis

Liat.ai analyses the formations, the interesting plays and how the game changes from minute to minute.

Liat.ai joins up both banks of four as they form.

Where and when

Liat.ai gives each moment its context: where it happened, what came before it and the history around the match.

  • Pitch mapping: Liat.ai paints the penalty area, the six yard box and the D onto live match footage.

    Where on the pitch

    Liat.ai works out where each action happens: which third of the pitch, which side, and whether it is inside the penalty area.

  • A pass map from Liat.ai's match analysis, with each line running from the passer to where the ball went.

    What came before

    Liat.ai keeps a record of the passes before each moment, so the commentary can say how a goal was built.

  • Records and head to head Optional

    Liat.ai can bring the records of the two teams and the careers of the players into the commentary. This needs a data source, either one you give us or one that is available online.

When Liat.ai is not sure

An important event is checked before the commentary names it.

  • Multiple models on important events

    Separate checks run in parallel to ensure high accuracy.

  • Your data feed confirms it Optional

    If you provide a live data feed, Liat.ai can use it as another signal for events.

  • It says when it is not sure

    Even a human commentator cannot always be sure. Ours says “that could be a foul”.

Contact us for a free pilot.

Send us one match and we send it back with our commentary on it, live or offline.

Email us
Where we are
New York, NY