Unofficial PyTorch implementation of Domain-Adversarial Training of Neural Networks for Unsupervised Domain Adaptation.
Results:
| Dataset | Source Only | DANN |
|---|---|---|
| SVHN ⟶ MNIST | 61.2 | 79.7 |
| MNIST ⟶ USPS | 81.8 | 88.4 |
| USPS ⟶ MNIST | 49.4 | 95.7 |
| MNIST ⟶ MNIST-M | 57.2 | 71.9 |
| SyDigits ⟶ SVHN | 87.9 | 90.6 |
| SySigns ⟶ GTSRB | 91.0 | 92.8 |