Faces

Source code for the 2021 Bachelor's project Classifying Age and Gender on Historical Photographs using Convolutional Neural Networks at Uppsala University.

Navigating the repository

assets/ - Images for the README
data/ - The labels used to train the models
model_training/ - Scripts and tools for training new models
tools/ - Scripts for preprocessing a large number of images before training
web/ - Everything related to the user interface

Installing Python dependencies

python -m pip install -r requirements.txt

Web Interface

The React App

From web/

npm install
npm start

Note: Defaults to port 3000

Server - Needed for the face detection

From web/server/

npm install
node server.js

Note: Defaults to port 4000

Ready to run!

Contributors

Because pair programming was used during the project, commits usually have more authors than the said contributor.