Generating cartoon images from face photos with cycle-consistent adversarial networks

Keyphrases

• Generative Adversarial Networks 100%
• Convolution Kernel 100%
• Cycle-consistent Adversarial Network 100%
• Style Transfer 100%
• Cartoon Image 100%
• Face Photos 100%
• Regularization Term 66%
• Output Image 66%
• Network Model 66%
• Fréchet Inception Distance 66%
• L1 Regularization 66%
• Spectral Normalization 66%
• Excellent Performance 33%
• Loss Function 33%
• Data Distribution 33%
• Overfitting 33%
• Unsupervised Learning 33%
• Training Process 33%
• VGG16 33%
• Machine Learning System 33%
• High Quality Images 33%
• Image Content 33%
• Discriminative Features 33%
• Stability Constraints 33%
• L2 Regularization 33%
• Lipschitz Stability 33%
• Object Loss 33%
• Learning Characteristics 33%

Computer Science

• Generative Adversarial Networks 100%
• Regularization Term 66%
• Distance Score 66%
• Experimental Result 33%
• Image Quality 33%
• Discriminator 33%
• Machine Learning 33%
• Regularization 33%
• Unsupervised Learning 33%
• Training Process 33%
• Image Content 33%
• Discriminative Feature 33%
• Outstanding Performance 33%