Current traffic flow prediction model is trained to predict traffic flow between Matunga and Wadala Mumbai. It covers 37 streets and predicts congestion level with an accuracy of 97% in Vidyalankar Institute of Technology neighbourhood.
Below are the name of 37 Streets:
"Adenwala Rd": 0
"Adenwala Rd and Nathalal Parekh Marg": 1,
"Antop Hill Rd and Shaikh Misree Marg": 2
"Balaram Babu Khedekar Marg": 3
"Bharni Naka Rd/Sir Pochkhan Wala Rd/Vidyalankar College Rd": 4
"Comrade Harbanslal Marg/Flank Rd": 5
"Comrade Harbanslal Marg/Flank Rd and Dr Baba Saheb Ambedkar Rd": 6
"Dadar TT Flyover/Eastern Express Hwy": 7
"David S Barretto Rd": 8
"David S Barretto Rd and Barkat Ali Dargah Rd": 9
"Dr Baba Saheb Ambedkar Rd": 10
"Eastern Express Hwy and Dr Baba Saheb Ambedkar Rd": 11
"GD Ambekar Marg/Katrak Rd": 12
"GD Ambekar Marg/Katrak Rd and Firdausi Rd": 13
"Govindji Keni Rd": 14
"Govindji Keni Rd and GD Ambekar Marg/Katrak Rd": 15
"Govindji Keni Rd, Mahatma Jyotiba Phule Rd/Naigaon Rd and BJ Deorukhkar Marg/BJ Devrukhkar Rd": 16
"H R Mahajani Rd": 17
"Jerbai Wadia Rd": 18
"Kings Cir/Matunga Cir and Puranmal Singhani Rd": 19
"Lady Jamshedji Rd/LJ Rd and N C. Kelkar Rd": 20
"Lady Jehangir Rd": 21
"Mahatma Jyotiba Phule Rd/Naigaon Rd and MMGS Marg/Naigaon Cross Rd": 22
"Mancherji Joshi Rd": 23
"N C. Kelkar Rd and Lady Jamshedji Rd": 24
"Nathalal Parekh Marg and Rafi Ahmed Kidwai Rd": 25
"Puranmal Singhani Rd and Nathalal Parekh Marg": 26
"Rafi Ahmed Kidwai Rd": 27
"Rd Number 16 and Barkat Ali Dargah Rd": 28
"SM Uphill Rd": 29
"Shaikh Misree Marg": 30
"Shaikh Misree Marg and JK Bhasin Marg": 31
"Shaikh Misree Marg and SM Uphill Rd": 32
"Taikalwadi Marg and JK Sawant Marg": 33
"Tilak Rd": 34
"Tilak Rd and Firdausi Rd": 35
"Tilak Rd/Tilak Bridge/Tilak Flyover": 36
This is a Flask API which is further deployed on Heroku, at https://traffic-flow-predictor.herokuapp.com/ . This API was used in the backend of the Traffic Flow Predictor App in Flutter, at https://github.com/VedantBandre/Traffic-Flow-Predictor-App.git .