roboflow/sports

computer vision and sports

What it solves

這是一個提供了一套可重用的電腦視覺工具,旨在應對運動分析中的高精度需求,在這些場景中,微小的動作與快速的變化至關重要。

How it works

它利用物體檢測、圖像分割與關鍵點檢測來解決特定的運動相關挑戰,例如追蹤快速移動的球類、透過 OCR 讀取球衣號碼,以及在發生遮擋時維持球員識別。

Who it's for

電腦視覺開發者與運動分析師,旨在建立強大的工具來分析運動表現與比賽動態。

Highlights

  • Ball Tracking: Specialized tools to track small, fast-moving objects in high-resolution video.
  • Player Identification: Focuses on player tracking and re-identification to handle occlusions and moving cameras.
  • Jersey Number OCR: Tools for reading player numbers even in blurry or obscured conditions.
  • Camera Calibration: Tools to extract advanced statistics like speed and distance from dynamic camera angles.