How to Load YOLOv8 Results When `results[0].boxes.boxes` Does Not Work Anymore

What will you learn? In this tutorial, you will learn how to effectively access YOLOv8 detection results in Python and address the issue when using results[0].boxes.boxes does not function as expected due to changes in library versions or API updates. Introduction to the Problem and Solution When working with YOLOv8 object detection models, accessing bounding … Read more

How to Count Keypoints Crossing a Line using YOLO v8 in Python

What will you learn? In this tutorial, you will delve into utilizing YOLO v8 for keypoint detection. Specifically, you will master the technique of counting the number of keypoints that intersect or cross a predefined line in Python. Introduction to the Problem and Solution Imagine having successfully detected keypoints through YOLO v8, but now the … Read more

Integrating YOLOv8 with GeoScan Pioneer Mini Drone for Object Detection

What will you learn? In this tutorial, you will discover how to combine the GeoScan Pioneer Mini drone with YOLOv8 for efficient object detection. This cutting-edge integration technique will enhance your projects and open up new possibilities in aerial surveillance and search operations. Introduction to the Problem and Solution Drones have transformed various industries by … Read more