This model is a fine-tuned
YOLOv8x pose estimator trained to identify keypoints in football (soccer) match images.
It was trained on the
martinjolif/football-pitch-detection dataset and is suitable for sports analytics tasks such as identifying pitch keypoints.
Results on the test split using standard object detection metrics (Precision, Recall, F1, mAP50, mAP50-95):
1from ultralytics import YOLO
2
3model = YOLO("yolo-football-pitch-detection.pt")
If you use this model or the dataset, please cite the dataset authors and Ultralytics YOLO accordingly.
