amanbagrecha/Foss4gAsia2023

code repository for the talk Sentinel-1 Image Analysis: Flood Detection using Cloud Native Tooling

Code files for the talk at FOSS4G ASIA 2023 in Seoul, South Korea

https://talks.osgeo.org/foss4g-asia-2023/talk/LKWZRR/

Environment (linux)

# create a virtual environment
python3 -m venv .venv

# activate the environement
source .venv/bin/activate

# install all the libraries
pip install -r reqirements.txt

How to use the code

1. Run the dataset_creation.py file after downloading the data from https://registry.opendata.aws/c2smsfloods/.
2. Run the flood_mapping_cloud_native_foss4g23.ipynb file to train and perform inference on the model.