kritik123/Pavement-Damage-Detection

The Application is based on machine learning algorithm that can be used for assessment of pavement condition on the basis of 🖼️ Road photographs.

🛣️Pavement Condition Assessment

1. This application is based on machine learning algorithm that can be used for assessment of pavement condition and the future prospects.

2. Everything will be done by Analysis of correlation & discovery of pattern by applying algorithm technique.

3. A deep learning algorithm which can take in an input image of pavement, assign importance to various aspects and be able to differentiate one from other. The pre-processing required in CNN algorithm is much lower as compared to other classification algorithm.

4. The algorithm will also determine the road with potholes and without potholes.

Libraries Required

1. Tensorflow
2. Keras
3. Tkinter

Screenshots