Hello everyone! The following code will be a current work-in-progress app for traffic flow counting. My hope is to make this something of value for my city to be used for traffic flow management.This uses the yolo-v3 computer vision model to vehicles.
To run the app locally, install the necessary python packages by:
pip install -r requirements.txtFor better reproducibility, make sure to open up a python environment using virtualenv or any of your favorite python environment packages.
The app contains a custom slider. To use it, make sure you have npm installed and then run the following commands.
cd components/custom_slider/frontend/
npm install Afterwards, run npm run build
This should recreate the build package for the custom slider.
pull the necessary models and data by running:
make dependencies
Run the app!
streamlit run app/streamlit-app.py
Here are some of my ideas that would be neat additions to the API:
- Speed measurement
- Vehicle distribution measurement
- Traffic density