|
# 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 |