Convolutional Neural Network
Published in Machine & deep learning project, 2021
This is a computer vision project with image classification problem. We built a convolutional neural network for potholes and non-potholes classification. We used transfer learning, leveraging the EfficientNet architecture to improve the performance of our base model. The dataset used for this project is from the Zindi Africa website. There is more description of the project and the dataset here. Check out notebook here
Recommended credit: I. K. Anni, Kobby. (2021). “Deep learning mini project.” Machine & deep learning projects. 1(4).