Siamese 网络

太过爱你忘了你带给我的痛 2022-07-14 08:59 106阅读 0赞

[度量学习][Link 1]

[深度学习（十六）基于2-channel network的图片相似度判别-CVPR 2015][2-channel network_-CVPR 2015]

[caffe示例实现之8在MNIST数据上训练与测试siamese网络][caffe_8_MNIST_siamese]

[如何实现在prototxt 中实现多通道呢？][prototxt]

# Siamese Network理解（附代码） #

[Siamese Network Training][]

[caffe-将图片转化为siamese网络需要的数据库格式][caffe-_siamese]

[caffe-convert\_siamese\_data][caffe-convert_siamese_data]

learning a similarity metric discritively,with application to face verification.

更为强大的策略是triplet loss, 请参考CVPR2015 FaceNet

[Face verify using Joint Bayesian, implemented by Python][Face verify using Joint Bayesian_ implemented by Python]

[A Light CNN for Deep Face Representation with Noisy Labels][]

[Deep learning for facial attributes][]

[An Experimental Implementation of Face Verification, 96.8% on LFW][An Experimental Implementation of Face Verification_ 96.8_ on LFW]

[Link 1]: http://blog.csdn.net/u012938704/article/details/52672869
[2-channel network_-CVPR 2015]: http://blog.csdn.net/hjimce/article/details/50098483
[caffe_8_MNIST_siamese]: http://blog.csdn.net/liumaolincycle/article/details/48531503
[prototxt]: http://www.caffecn.cn/?/question/144
[Siamese Network Training]: http://blog.csdn.net/u012938704/article/details/52679711
[caffe-_siamese]: http://blog.csdn.net/sheng_ai/article/details/48174729
[caffe-convert_siamese_data]: https://github.com/xhhong/caffe-convert_siamese_data
[Face verify using Joint Bayesian_ implemented by Python]: https://github.com/cyh24/Joint-Bayesian
[A Light CNN for Deep Face Representation with Noisy Labels]: https://github.com/AlfredXiangWu/face_verification_experiment
[Deep learning for facial attributes]: https://github.com/Yongqiang116/yqgao
[An Experimental Implementation of Face Verification_ 96.8_ on LFW]: https://github.com/happynear/FaceVerification