https://paperswithcode.com/ 我们在搜索栏输入 oriented object detection等与旋转目标检测相关的关键字,可以看到有很多相关的方法,我们打开其中的一个方法(点击框选部分即可)。 然后我们将下拉框拉到最底端,点击compare。 然后我们可以看到各种方法在dota数据集上的MAP排名以及各方法的年份,点击方法名称可以进入查看相...
是的,这类包含方向的边界框目标检测,称为“Oriented Bounding Boxes Object Detection”,也叫OBB。可能很多人不知道,YOLO中是自带OBB的。以下是YOLOv8的OBB说明文档: https://github.com/ultralytics/ultralytics/blob/main/docs/en/tasks/obb.md 普通的YOLO目标检测怎么用,OBB也怎么用,只是选择模型文件不一样。
[ Compressed yolov5 for oriented object detection with integrated network slimming and knowledge distillation] 通过BNSF方法剪枝网络,但将微调与知识蒸馏相结合以节省训练时间,同时保持 准确性。 [An improved yolov5 real-time detection method for aircraft target detection] 中的作者用MobileNetV3替换了CSPDarknet...
[ Compressed yolov5 for oriented object detection with integrated network slimming and knowledge distillation] 通过BNSF方法剪枝网络,但将微调与知识蒸馏相结合以节省训练时间,同时保持准确性。 [An improved yolov5 real-time detection method for aircraft target detection] 中的作者用MobileNetV3替换了CSPDarknet ...
[ Compressed yolov5 for oriented object detection with integrated network slimming and knowledge distillation] 通过BNSF方法剪枝网络,但将微调与知识蒸馏相结合以节省训练时间,同时保持 准确性。 [An improved yolov5 real-time detection method for aircraft target detection] 中的作者用MobileNetV3替换了CSPDarknet...
YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud 作者:Waleed Ali, Sherif Abdelkarim, Mohamed Zahran, Mahmoud Zidan, Ahmad El Sallab 单位:Valeo AI Research, Egypt 论文:https://arxiv.org/abs/1808.02350 ...
You can retrieve bounding boxes whose edges match an angled object by training an oriented bounding boxes object detection model, such as YOLOv8's Oriented Bounding Boxes model. Use Cases Some objects need to be detected in certain ways. In the image above, while the first bounding...
tiny YOLO optimization oriented bus passenger object detectionThe real-time collection of bus passenger object detection is an essential part of developing a smart bus system. The difficulty of object detection mainly lies in the objective factors, such as: clothing, hair style and accessories, ...
YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud 作者:Waleed Ali, Sherif Abdelkarim, Mohamed Zahran, Mahmoud Zidan, Ahmad El Sallab 单位:Valeo AI Research, Egypt 论文:https://arxiv.org/abs/1808.02350 ...
Object detection and classification in 3D is a key task in Automated Driving (AD). LiDAR sensors are employed to provide the 3D point cloud reconstruction of the surrounding environment, while the task of 3D object bounding box detection in real time rem