PyTorch Implementation of iCaRL

A PyTorch Implementation of iCaRL: Incremental Classifier and Representation Learning.

requirement

python3.6

Pytorch1.3.0 linux

numpy

PIL

run

python -u main.py

Result

Resnet18+CIFAR100

| incremental step | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9| | ------------------- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | | iCaRL test accuracy | 83.8|77.81|74.332|71.244|68.252|64.788|61.756|58.588|56.546|54.108|