Traffic Flow Prediction

https://youtu.be/FDYNU3bReCY Traffic Flow Prediction with Neural Networks(SAEs, LSTM, GRU, RNN and Absolute Time Model (average)).

Dependencies

1. folium==0.12.1.post1
2. geopy==2.2.0
3. keras==2.9.0
4. matplotlib==3.5.3
5. numpy==1.22.4
6. pandas==1.4.3
7. pygorithm==1.0.4
8. scikit_learn==1.1.3
9. tensorflow==2.10.0
10. tensorflow_macos==2.9.2
11. typing_extensions==4.4.0

How to run

Open the root directory in a terminal and type python app.py

Screenshots

Route Finding

Traffic Flow Prediction