| FaceNet (default) |
FaceNet |
x86 (AVX instructions) |
not supported |
MTCNN / 80.9% |
FaceNet (20180402-114759) / 99.63% |
Custom, the model is taken here |
Custom model |
For general purposes. Support CPU without AVX2 |
| FaceNet Masked (Experimental) |
FaceNet |
x86 (AVX instructions) |
not supported |
MTCNN / 80.9% |
inception_v3_on_mafa_kaggle123 / 98.73% |
Custom, the model is taken here |
Custom model |
For general purposes. Support CPU without AVX2 |
| Mobilenet |
InsightFace |
x86 (AVX2 instructions) |
not supported |
RetinaFace-MobileNet0.25 / 82.5% |
MobileFaceNet,ArcFace / 99.50% |
InsightFace |
Custom model |
The fastest model among CPU only models |
| Mobilenet-gpu |
InsightFace |
x86 (AVX2 instructions) |
GPU (CUDA required) |
RetinaFace-MobileNet0.25 / 82.5% |
MobileFaceNet,ArcFace / 99.50% |
InsightFace |
Custom model |
The fastest model |
| SubCenter-ArcFace-r100 |
InsightFace |
x86 (AVX2 instructions) |
not supported |
retinaface_r50_v1 / 91.4% |
arcface-r100-msfdrop75 / 99.80% |
InsightFace |
Custom model |
The most accurate model, but the most slow |
| SubCenter-ArcFace-r100-gpu |
InsightFace |
x86 (AVX2 instructions) |
GPU (CUDA required) |
retinaface_r50_v1 / 91.4% |
arcface-r100-msfdrop75 / 99.80% |
InsightFace |
Custom model |
The most accurate model |