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

• Gabriel Lindgren (gali8033)
• Filip Pagliaro (FilPag)
• Liv Cederin (Livcederin)
• Ulrika Bremberg (ulrikabremberg)

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