Projects

DATA SCIENCE/AI/ML

Machine Learning Classification of Building Damage in Post-Storm Event Assessment (Annual EY Open Science Data Challenge Competition 2024)

| 2024-03-10 | Solution Write-Up |

This is the project as part of the EY Open Science Data Challenge competition. This competition requires participants to prepare the dataset from satellite images of San Juan pre- and post-storm. With this dataset, participants are required to train a machine learning model and classify each building in the validation dataset into one of four categories: undamaged residential buildings, damaged residential buildings, undamaged commercial buildings, and damaged commercial buildings.