Chainer implementation of DeepCORAL domain adaptation.

'Deep CORAL: Correlation Alignment for Deep Domain Adaptation. B Sun, K Saenko, ECCV 2016'

Deep CORAL can learn a nonlinear transformation that aligns correlations of layer activations in deep neural networks (Deep CORAL).

中文介紹

alexnet.npz file was converted from bvlc_alexnet.caffemodel using converter.py script.

• Training loss without CORAL

• Training loss with CORAL

• Training accuracy without CORAL

• Training accuracy with CORAL

• Python 3
• PyTorch 0.3

1. Unzip dataset in dataset/office31.tar.gz
2. Run python main.py