2017-11-30 19:52:12 +08:00
2017-11-29 17:12:26 +08:00
2017-11-30 19:02:41 +08:00
2017-09-01 08:36:52 +08:00
2017-11-30 19:52:12 +08:00

InsightFace

Face Recognition Project

Experiments

Default image size is 112x96 if not specified, all face images are aligned.

In ResNet setting, _v1 means original residual units. _v2 means pre-activation units. _v3 means BCBACB residual units.

_bo means using bottleneck residual units.

  • Softmax on LFW
Network/Dataset VGG2@112x112 WebFace MS1M - -
SE-ResNet50_v3 0.9973 - -
SE-ResNet50_v3_bo
SE-ResNet50_v1
ResNet50_v3 - - -
Inception-ResNet - - -
SE-Inception-ResNet - - -
MobileNet - - -
ResNeXt - - -
Languages
Python 70%
C++ 24.9%
C 2.1%
Shell 1.5%
CMake 0.9%
Other 0.5%