Oriented Bounding Boxes Object Detection | YOLOv8 OBB detection

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Oriented object detection is a specialized form of object detection where the goal is not only to detect objects within an image but also to accurately determine their orientation or pose. Unlike traditional object detection methods that assume objects are aligned with the image axes, oriented object detection techniques enable the detection of objects at arbitrary orientations. This is particularly valuable in scenarios such as robotics, autonomous driving, and surveillance, where objects may exhibit various poses. Methods for oriented object detection typically involve utilizing rotation-invariant features, oriented bounding boxes, rotation estimation, and orientation-aware networks to accurately localize and determine the orientation of objects within images or videos, facilitating tasks like navigation, manipulation, and recognition in diverse real-world environments.

#yolov8 #computervision #yolo #objectdetection #orientedobjectdetection #obb
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One of the finest video I came accross😊

arnavthakur
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Great video! Thank you. would you please suggest any pertained model I can use for video classification. I would like to hyper tune pertained model as per my classes. your reply will be appreciated. I have your videos where you have used transformers for image classification. Not sure for videos?

prashant_canada
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"I downloaded the Dotav1 data set, but the labels are not compatible with the OBB format. Where did you find the label files in OBB format? Or did you perform a conversion process?" I want to create a new model. Or how do I convert COCO format to YOLOv8 OBB format?

emresoylemez
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How to convert segmentation co-ordinates into OBB co-ordinates

KondareddyChiripireddy-pg
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Good video!Could we use gradcam for it?

黄建新-mo
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Ma'am, please make a video on how to deploy custom trained YOLOv8 model on android. I'll be very grateful if you make one.

vishalkumaryadav
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Phenomenal video on object detection. 👏👏

soravsingla
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hello may I ask, currently I am using YOLOV8 OBB and want to train my own data set, when creating a new project in Roboflow for annotation, should I choose the "Object Detection" one or the "Instance Segmentation" one when for annotating my custom data set for yolov8 obb

kennetheladistu
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Plsease make vedio of pedestrain intention detection

DheerajReddy-ol