A machine learning model to predict whether an image (say, taken from a drone video feed) contains any fire engines in it. So you might want to return home and land. To avoid the fire.
First-time setup: pip install -r requirements.txt
. Alternatively, pip install opencv-python keras tensorflow numpy
Training the net: python train.py
Testing the net's predictions: python test.py has_truck_01.jpg has_truck_02.jpg, no_trucks_here_01.jpg <etc>
For more information see foxrow.com/detecting-fire-engines-in-imagery.