ITDD-GUI

Overview

GUI for Interlocking Tiles Defect Detection. Made with PyQt5.

• Displays image segmentation prediction from a pre-trained model.
  • Detects the following 6 classes:
    • Interlocking tiles, Repair Tiles, Asphalt
    • Manhole, Road paint (fade), Road paint (good)
  • Trained with YOLOv8, 1498 images, imgsz=800

Other Features

• Performs predictions on all images in folder
• Extract frames from video w/ preprocess and resizing options
• Create video from images

Installation

Git clone this repo and run:

pip install -r requirements.txt

Running the program

To run, execute in terminal:

python3.11 main.py