A deep learning approach to find the physical damage on the vehicle such as scratch. The model is developed on the top of COCO Mask RCNN model using a custom dataset
Download the COCO Mask RCNN model : https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5
The dataset could be cownloaded from the link given in the below https://drive.google.com/drive/folders/18Ay-ZA5KL-sOqn2GcJZQdKZ7C9pWAOur?usp=sharing
- Download the dataset and the mask RCNN COCO h5 model from the links given
- Change the path of dataset and model in code as mentioned
- Install pixellib if it is not installled
- Run the code on the demo images given