Classification of South African Road images into potholes and non-potholes using cnn.
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After a successful completion of the course on convolutional neural network with Dr. Chamberlain Mbah from the Gent University in Belgium we were presented with the classification problem of building a cnn model that predict whether a given image of a road has a pothole or not. The project was successfully completed alongside five colleagues of mine. I presented the findings and the outcomes of the results before the academic director, Prof. Franck Kalala Mutombo of AIMS, tutors, the lecturer and the students. Here is a link to the notebook for the project.