MY FIRST FORAY INTO IMAGE CLASSIFICATION USING NEURAL NETWORKS

Having done the first 3 personal projects at METIS analyzing and processing numbers and texts, for my final project I wanted to do some image data processing using neural networks.

As I like running, I thought I could maybe make a model that can classify different type of running routes: City Run, Park Run, Riverside Run and Seaside Run.

Dataset

The image dataset consists of screenshots of running route maps from websites such as STRAVA, MAPMYRUN, Great Runs, parkrun, etc.

There are 500 images in total, 125 images per class(100 images for…

Carla Moestafa

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