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A custom object detection model built using the YOLOv8 deep learning framework.

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suedabalaban/boat_types_recognition

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Boat Types Recognition

Custom object detection model built using YOLOv8 deep learning framework and https://www.kaggle.com/datasets/kunalgupta2616/boat-types-recognition dataset.

Features

  • The training model is able to distinguish between 9 different boat types: buoy | cruise ship | ferry boat | freight boat | gondola | inflatable boat | kayak | paper boat | sailboat
  • The model enables live object detection
  • The script outputs bounding boxes and class labels for each detected boat
  • The script saves the results to output.mp4 when object detection is completed

Example Test Result

image

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A custom object detection model built using the YOLOv8 deep learning framework.

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