Facial Recognition Model

While going through the UnpackAI Deep Learning boot camp, I have decided to create a classifier of faces as my main project throughout the program. The objective of the experiment was to be able to train a model that can distinguish between three types of humans: European, African, and (East) Asian. In order to accomplish the goal that I set for my model, I needed a dataset of with pictures for each group of humans. Here I needed to put some limitations in order to simplify the model: I have decided to focus on adult males with typical features for each group. In order to collect the dataset, I have used the duckduckgo scraper, using the keywords that I have previously checked directly on the website, making sure that the search results are satisfying.