ADDA.PyTorch-resnet/README.md

ADDA.PyTorch

implement Adversarial Discriminative Domain Adapation in PyTorch

This repo is mostly based on https://github.com/Fujiki-Nakamura/ADDA.PyTorch

Note

Before running the training code, make sure that DATASETDIR environment variable is set to dataset directory.

Example

$ python train_source.py --logdir outputs
$ python main.py --logdir outputs --trained outputs/best_model.pt --slope 0.2

Result

SVHN -> MNIST

	Paper	This Repro
Source only	0.601	0.659
ADDA	0.760	~0.83

Resource

• https://arxiv.org/pdf/1702.05464.pdf
• https://github.com/Fujiki-Nakamura/ADDA.PyTorch