RoboflowSports
A computer vision toolkit for sports analysis
- Sphere tracking: Track small-sized and rapidly moving spheres in high-resolution videos.
- Jersey number recognition: Accurately read the jersey number, even in situations where the video is blurry, the player turns around, or the number is obscured.
- Player tracking: Maintain consistent player identification throughout the entire game, even if there may be other players or objects obstructing the field.
- Player re identification: Identify players who have left and re entered the screen, especially when the camera is moving or the players have similar appearances.
- Camera calibration: Accurately calibrate the camera angle to extract advanced statistical data such as player speed and movement distance.
Product Details
Roboflow/ports is an open-source computer vision toolkit focused on applications in the sports field. It utilizes advanced image processing techniques such as object detection, image segmentation, keypoint detection, etc. to address the challenges in sports analysis. This toolkit was developed by Roboflow with the aim of promoting the application of computer vision technology in the field of sports and continuously optimizing it through community contributions.
