Fine Face Discrimination Network
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JointCenterLoss.py
- Custom Intra Class Discrimination Network
- Joint Loss: Cross Entropy Loss with Class Center Loss & Center Distance Loss
- Network
- ResDense Block: ResNet + DenseNet
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FDN.py
- Effective Unknown Class Generation Network
- Learn Marginal Decision Boundary between Target Class & Very Similar(Generated) Class
- Adversarial Auto Encoder with Self Attention
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SR.py
- Super Resolution Network
- Transform Fake Face created by FDN.py to better face for discrimination with JointCenterLoss.py
TBD