# Usecase: Determine hurricane damages on houses based on satellie images

Dataset: https://huggingface.co/datasets/jonathan-roberts1/Satellite-Images-of-Hurricane-Damage

Data exploration: https://huggingface.co/spaces/till-onethousand/huggingface-workshop/blob/main/hints/data_exploration.ipynb

Model: https://huggingface.co/google/vit-base-patch16-224-in21k

Model training: https://huggingface.co/spaces/till-onethousand/huggingface-workshop/blob/main/hints/model_training.ipynb

There are a lot of resources about how to train models from Huggingface in just a few lines of code.

Model deployment: https://huggingface.co/spaces/till-onethousand/huggingface-workshop/tree/main