Insight Face in TensorFlow

Tasks

• mxnet dataset to tfrecords
• backbone network architectures [vgg16, vgg19, resnet]
• backbone network architectures [resnet-se, resnext]
• LResNet50E-IR
• LResNet100E-IR
• train network code
• evaluate code

Requirements

1. TensorFlow 1.4
2. TensorLayer 1.7

pretrained model download link

• resnet_v1_50
• resnet_v1_101
• resnet_v1_152
• vgg16
• vgg19

References

1. InsightFace mxnet
2. InsightFace : Additive Angular Margin Loss for Deep Face Recognition
3. tensorlayer_vgg16
4. tensorlayer_vgg19
5. tf_slim
6. Deep Residual Learning for Image Recognition
7. Very Deep Convolutional Networks For Large-Scale Image Recognition
8. Squeeze-and-Excitation Networks