adityapgupta / Sports-Analysis

UMC301 Course Project
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Initialize Action Spotting #7

Open sahil-chaudhary opened 4 weeks ago

sahil-chaudhary commented 4 weeks ago

we need to introduce the pipeline of action spotting, which consists in finding all the actions occurring in the videos. Beyond soccer understanding, this task addresses the more general problem of retrieving moments with a specific semantic meaning in long untrimmed videos.

Targeted outputs: {Penalty, Kick-off, Goal, Substitution, Offside, Shots on target, Shots off target, Clearance, Ball out of play, Throw-in, Foul, Indirect free-kick, Direct free-kick, Corner, Yellow card, red card, Yellow->red card}

This feature extraction should not only help us in better commenting using LLMs but also extract moments for each of these categories and help the coaches to specifically play these moments directly rather than using cursor to do the same.

These videos extraction would also potentially help in marketing of the game or these football clubs by posting these exciting moments from the game on social media platforms with basic editing which could potentially replace video editors for these purposes.