LibreRFDETRl Obb

--- license: cc-by-4.0 tags: - libreyolo - rfdetr - oriented-object-detection - obb - object-detection - computer-vision datasets: - bobo-48pem/my-first-project-ewwrm pipeline_tag: object-detection --- # LibreRFDETRl-obb LibreYOLO RF-DETR large checkpoint fine-tuned for oriented bounding box detection. Fine-tuned on `My First Project - v8`, a Roboflow Universe UAV vehicle OBB dataset provided by a Roboflow user: https://universe.roboflow.com/bobo-48pem/my-first-project-ewwrm This model was not trained on DOTA. ## Files - `LibreRFDETRl-obb.pt`: lean LibreYOLO PyTorch checkpoint with EMA inference weights and checkpoint schema metadata. ## Dataset Dataset license: Creative Commons Attribution 4.0 International (CC BY 4.0). Classes: - bike - bus - car - other_vehicle - taxi - truck Local development export metadata reported 932 source/export images, YOLOv8 Oriented Object Detection format, and Roboflow preprocessing/augmentation. ## Metrics UAV-OBB validation split, current LibreYOLO dev evaluator: - mAP50: 0.779789 - mAP50-95: 0.370002 - mAP75: 0.314984 - precision: 0.072267 - recall: 0.911019 - best epoch: 10 ## Usage ```python from libreyolo import LibreRFDETR model = LibreRFDETR("LibreRFDETRl-obb.pt", task="obb") results = model.predict("image.jpg") ``` ## License These fine-tuned weights are released under CC BY 4.0 to preserve the attribution requirements of the training dataset. See `LICENSE` and `NOTICE`.

Source context: 0 downloads · 0 likes · Pipeline object-detection · Repo LibreYOLO/LibreRFDETRl-obb