EuroSat~[CLF]

The service provides the ability to classify land in geospatial images.

DVC

pip install -r requirements_dvc.txt # => Install requirements

dvc pull # => Downloads tracked data from remote storage to the cache

FastAPI

pip install -r requirements_API.txt # => Install requirements

uvicorn src.api_run:app --host=0.0.0.0 --port=${PORT:-5011} # => Run FastAPI

sudo docker build -t fastapi_eurosat -f Dockerfile . # => Docker build

sudo docker run -p 8080:5011 -v /{full path to project}/logs/:/app/logs/ fastapi_eurosat # => Docker Run

Streamlit

sudo docker build -t streamlit -f DOCKER_STREAMLIT . # => Docker build

sudo docker run -p 8081:8501 -e IP={IP FAST_API} -e PORT={PORT FAST_API} -v /{full_path_to_project}/logs/:/app/logs/ streamlit # => Docker Run