A PyTorch Implementation of iCaRL: Incremental Classifier and Representation Learning.
python3.6
Pytorch1.3.0 linux
numpy
PIL
python -u main.pyResnet18+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 |