martinjolif/football-ball-detection

该数据集包含从球场中间位置拍摄的足球比赛图像，每张图像都标注了足球的边界框信息，包括中心坐标、宽度和高度。数据集适用于目标检测任务，特别是检测足球比赛中的球。由于足球在图像中可能较小、被遮挡、在空中或与其他物体混淆，因此检测具有挑战性。

This dataset consists of images captured from a football match in a stadium, taken from a camera positioned near the middle of the pitch. Each image contains annotations for football balls. For every ball in an image, a bounding box is provided, represented in the format: x_center, y_center, width, height. This dataset is suitable for tasks such as object detection, and can be used to detect balls in football game images or videos. Detecting football balls is a challenging task, as the ball is small, can be occluded by players, may appear in the air, or can be confused with other objects on the pitch.