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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 step0123456789
iCaRL test accuracy83.877.8174.33271.24468.25264.78861.75658.58856.54654.108