5. 5
• Convolutional Neural Network(CNN)
[4]
• CNN VGG16
• full connect fine tuning
•
512×7×7
[4]S. Lawrence and C. L. Giles and Ah Chung Tsoi and A. D. Back: Face Recognition: A Convolutional Neural-Network
Approach, IEEE Transactions on Neural Networks, Vol. 8, No. 1, pp. 98–113 (1997)
VGG16
(convolution , pooling )
VGG16
(full connect )
0.8 0.2
12. •
•
/
•
• /
2
• /
• zeiler [4]
•
12
[5]Zeiler, Matthew D., Fergus, R.: Visualizing and un- derstanding convolutional networks, European Con- ference on
Computer Vision, pp. 818–833 (2014)