Deep Learning

Deep CORAL: Correlation Alignment for Deep Domain Adaptation

Deep CORAL

A PyTorch implementation of ‘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).

My implementation result (Task Amazon -> Webcam):

result-2

Requirement

Usage

  1. Unzip dataset in dataset/office31.tar.gz
  2. Run python3 main.py

GitHub

https://github.com/SSARCandy/DeepCORAL

 

 

 

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