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2-step Damage Assessment

Damage assessment divided by image segmentation step and classification step. Image segmentation uses pre-disaster image from the dataset while classification uses post-disaster image.

The dataset used to test the model is xBD Dataset.

Image Segmentation Model

The model architecture is based on TransUNet. Model Architecture