POTHOLE DETECTION USING MACHINE LEARNING TO PROVIDE BETTER GOVERNANCE

Main Article Content

Krishnaveer Singh
Abhishek Solenki, Darshan Shrimali, Ansh Kumar Soni
Aryan Dadheech, Jyoti Kaushal

Abstract

This project is applied for concept of Detection of the potholes on the public routes/roads with the help of  Machine learning and connect local administration with the concerned user with the help of smart user interface. The citizens can directly access this with the help of an cross platform mobile application. The scope of this project is very wide as it has potential to address large public issue of pothole on public roads. All the data and the information is stored on cloud shared storage so it can be easily accessible o both administration and end users. Further, He or She who is filing complain with the help of our application can also recheck if the further action has been taken on the complaint or not by contacting the concerned department .

Downloads

Download data is not yet available.

Article Details

Section
Articles

References

google machine lerning docs

Andrew NG. founder Deeplearning.ai

Flutter official documentation

https://developer.android.com

https://devpost.com/software/pothole-detection-using-machine-learning-better-governance

https://www.sciencedirect.com/science/article/pii/S0957417421009684

https://www.springml.com/blog/employing-ml-to-improve-city-services/

https://towardsdatascience.com/building-a-realtime-pothole-detection-system-using-machine-learning-and-computer-vision-2e5fb2e5e746

https://medium.com/swlh/pothole-detection-with-opencv-b9b91f1a824a

https://docs.opencv.org/3.4/da/d22/tutorial_py_canny.html

https://www.kaggle.com/code/chekoduadarsh/pothole-detection-keras-cnn/notebook

https://towardsdatascience.com/building-a-realtime-pothole-detection-system-using-machine-learning-and-computer-vision-2e5fb2e5e746

https://arxiv.org/ftp/arxiv/papers/2107/2107.06356.pdf

G. Bee, "Mask R-CNN - Practical Deep Learning Segmentation in 1 hour," Udemy, May 2020. [Online]. Available:https://www.udemy.com/share/1021piBEMadldbR3w=/. [Accessed 1 December 2019].

J. Clerk Maxwell, A Treatise on Electricity and Magnetism, 3rd ed., vol. 2. Oxford: Clarendon, 1892, pp.68–73.