Domain-adversarial neural network for emotion recognition based on facial expressions task. The 2 domains are “Women” and “Men” and the domain-adaptation challenge is training the network on one sex and applying it on the other.
Demo for unsupervised domain adversarial neural network (DANN) using two moons synthetic dataset. Implemented in PyTorch, compared to ADAPT (TensorFlow) for correctness.
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