A newer version of the Streamlit SDK is available:
1.45.1
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