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Link for the tutorial : https://youtu.be/zAyPboTjcAA
Link for the full post : https://eranfeit.net/yolov8-custom-object-detection-full-code-walkthrough/
In this video, we demonstrate how to implement Object Detection using YOLOv8 and Python, specifically for Detecting ships in a sea view. Follow along as we load a trained YOLO model, process images, and visualize both predictions and ground truth annotations.
What you'll learn:
How to convert annotations from XML format to Yolo format
How to import and utilize the YOLOv8 model from the ultralytics library.
How to load and interpret annotation data from a YAML file.
How to train your YOLOv8 model with a custom ships dataset.
How to make predictions and draw bounding boxes around detected teeth.