MaskRCNN 1 class car damage detection: How to apply on new images (similar to demo.ipynb)?

Hello, I really liked your implementation of MaskRCNN with one class here: https://www.analyticsvidhya.com/blog/2018/07/building-mask-r-cnn-model-detecting-damage-cars-python/

The problem is just that aside from the val images, I cant apply the model on new images like it is shown in the original MaskRCNN implementation in demo.ipynb. I am struggling with defining the trained class there. Can anybody help?

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