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Domain adaptation networks for digit recognitioning

Jupyter Notebook 96.12% Python 3.88%
domain-adaptation generative-adversarial-network digit-recognition image-classification-algorithms

domain_adapt's Introduction

Domain Adaptation Networks for Digit Classification

Implements the Approximate Label Matcher (Ash et al., 2016) and Domain Adaptation Neural Network (Ganin et al., 2016) for digit recognitioning tasks in PyTorch.

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domain_adapt's Issues

some testing issue

Hi
thx for writing this DANN code, I recently am also interested in this direction so I downloaded your code and try to test on MNIST/MNISTM sets.
I saw your post in pytorch forum, and you mentioned you got great performance.
Can you let me know what kind of parameter, e.g. learning rate you used to get those performance?
So far, I keep getting weird performance, i.e. < 50% on this pair.

thx

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