n this tutorial, you'll learn how to create a custom object detection Oriented bounding box model using YOLOv8.1.
Oriented bounding boxes are bounding boxes rotated to better fit the objects represented on an angle.
Using YOLOv8.1-obb we are able to detect objects that are rotated on a given frame or image more tightly and accurately.
00:00 - intro
0:50 - what is OBB
0:58 - Alima Open AI API Template
1:31 - Label Format
2:36 - Dataset
3:26 - Google Collab Setup
4:19 - Roboflow Login
5:50 - Dataset Format
8:29 - Train the model
9:52 - Evaluate the model
10:08 - Download Video
10:43 - Predict Images
12:07 - Predict Video
13:35 - Change Format
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💻 Code :https://github.com/HossamEldinx/yolo-...
@NicolaiAI : • How to Train YOLOv8.1 on Custom Dataset wi...
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📕 Mastering Yolo V8 Object Detection : • Mastering YOLO V8: Object Detection and Hu...
📙 Supervision : • Supervision with Yolo V8 : Video Tracking ...
📗 Mastering Yolo NAS : • Mastering YOLO NAS: Object Detection
🧑🏻💻 Build Ai Assistant : • OpenAI Assistant: From Zero to Deployment.
Tags:
#obb #objectdetection #yolov8 #ultralytics #yolo #roboflow