DeepID3: Face Recognition with Very Deep Neural Networks

时间 2020-12-30

标签人脸识别深度学习繁體版

原文原文链接

VGGnet和GoogLeNet这种很深的卷积神经网络在图像分类上取得成功，作者就尝试将深度卷积神经网络应用于人脸识别。实验方法跟DeepID2+相同，最终的准确率与DeepID2+差不多，并没有得出深度卷积神经网络比DeepID2+的浅卷积神经网络更好的结论。还需要后续进一步论证。识别错误分析：以上三个是整个deepid系列识别为不同人的同一个人，第一个是年龄差距太大没识别出。第二个是本身

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1. End-to-end 3D face reconstruction with deep neural networks
2. (7) [IEEEAcoustic13] SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS
3. Very Deep Convolutional Networks for Large-Scale Image Recognition
4. Channel Pruning for Accelerating Very Deep Neural Networks
5. VGG: VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
6. 【论文整理】DNN-Face-Recognition-Papers DeepID Series
7. VGG--VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
8. VGG——Very deep convolutional networks for large-scale image recognition
9. Very Deep Convolutional NetWorks for Large-Scale Image Recognition
10. VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
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1. End-to-end 3D face reconstruction with deep neural networks
2. (7) [IEEEAcoustic13] SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS
3. Very Deep Convolutional Networks for Large-Scale Image Recognition
4. Channel Pruning for Accelerating Very Deep Neural Networks
5. VGG: VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
6. 【论文整理】DNN-Face-Recognition-Papers DeepID Series
7. VGG--VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
8. VGG——Very deep convolutional networks for large-scale image recognition
9. Very Deep Convolutional NetWorks for Large-Scale Image Recognition
10. VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION

>>更多相关文章<<