UCL ELEC0134 Assignment

Applied Machine Learning Systems

Run project with main.py
Before running project check and adjust settings.py, you can specify shape_predictor_68_face_landmarks.dat location if you have one, otherwise it will be downloaded.
In image grid window, any key will show next image batch, use ESC to exit.

A1, A2, B1, B2 - Each task is structured as python modules in their corresponding directories.
Common - Python module that contains code shared between task.
Data - Generated, cached or downloaded data. Can be changed in settings.py.
Datasets - All training and testing datasets.
report - Latex report source files.

main.py - top level script that run each task
settings.py - contains all necessary settings for project to run, including dataset directory locations and other customisations.
Common/common.py - contains parent model class that is used in each task. Also setups logging.
Common/face_detect.py - all logic to detect faces, facial landmarks, and download necessary dependencies for them.
Common/ui.py - helper functions to build UI for graphs and images.
Common/utils.py - any other helper functions used throughout project.

Note that this project uses python 3.9, however it should work with >=3.5 because of typing support.

Used libraries: