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  1. Arrange the dataset in the following structure.
carDamageDataset
|
|_ train
|    |
|    |_ labels 
|    |      |_ .txt train images labels
|    |
|    |_ images 
|           |_ .jpg/.JPEG test images
|
|_ test / val (same as train)
  1. Clone Yolov5 GitHub repository, install dependencies and check PyTorch and GPU.
  2. Create the data.yaml for the dataset location and labels.
  3. Edit the global variables and run the notebook.