DSN

Dynamic Support Network for Few-shot Class-Incremental Learning

Overview

• trian.py is the code for base training (0-th session);
• Inc_train.py is the code for incremental training;
• models/ contains the implementation of the DSN(DSN.py) and the backbone network;
• data/ contains the dataloader and the dataset files;
• data_list/ contains the list of data;
• config/ contains the setting file;
• utils/ contains the log and restore files;

Dependencies

python == 3.7, pytorch1.0,

torchvision, pillow, opencv-python, pandas, matplotlib, scikit-image