Yolo11n Basketball Court Keypoints

--- license: agpl-3.0 tags: [ultralytics, yolo11, pose, keypoint-detection, basketball, court-registration] library_name: ultralytics --- # YOLO11n basketball court keypoint detector Fine-tuned `yolo11n-pose.pt` on `koppolusameer/basketball-keypoint-detection-yolov8` (48-slot court skeleton) to detect court landmarks in broadcast frames. Outputs keypoints in PIXEL coordinates. Converting to court coordinates (homography) is a separate downstream step requiring an index->court-location map. ## Load & run ```python from ultralytics import YOLO from huggingface_hub import hf_hub_download weights = hf_hub_download("koppolusameer/yolo11n-basketball-court-keypoints", "best.pt") model = YOLO(weights) r = model("frame.jpg")[0] kxy = r.keypoints.xy[0].cpu().numpy() # (48,2) pixel coords kconf = r.keypoints.conf[0].cpu().numpy() # (48,) confidence ```

Source context: 126 downloads · 0 likes · Pipeline keypoint-detection · Library ultralytics · Repo koppolusameer/yolo11n-basketball-court-keypoints

Source context: 70 downloads · 0 likes · Pipeline keypoint-detection · Library ultralytics · Repo koppolusameer/yolo11n-basketball-court-keypoints