This is an explanation of files for the course project in (FTE40306)Advanced Machine Learning, made in collaboration with Jialin He.
It is important to keep the structure of this folder so that the notebooks can read data from the data folder correctly (folder not included).
With active_learning_project_2024.ipynb, you can see the main program of the project.
With AutoEncoder_feature_extractor_xxxd.ipynb, you can extract data of different dimensions with autoencoders from the original images.
With active_learning_project_2024_auto_encoders.ipynb , you can get the results for active learning applied on the extracted data from autoencoders.
Enjoy Machine Learning, enjoy coding and enjoy life! 😄