The repository contains the code for Incremental Learning project. In the master branch, the files contains:
- FineTuning -> the main for the Fine Tuning version; support functions are in utils.py
- LWF -> the main for the LWF version; support functions are in utils.py
- ICaRLMain the main for ICaRL; support functions are in utils.py and model.py
New proposal and improvements are available in different branches:
- Loss---* are three branchs with proposal for different losses than BCE
- Classifier---* are three branchs with proposal for different losses than NME
- NewVersion---* are three branchs with proposal for modifies to the original structure
In the PDF "Incremental Learning project report" is available a paper reporting all the techincal aspects and the followed approaches