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Potholes Detection

This project is for my final year research testing yolov8 segmentation model from ultralytics and used the YOLOv8l-seg version to train on my potholes dataset from roboflow. I trained this on a dataset of 400 images and with 120 epochs. The result is in the below video and it could be improved if it was trained on more data and more epochs.

Output video

download.mp4

Train & Val loss

download (1)

Confusion Matrix

download (2)

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some implementations with yolo

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