CompreFace

List of custom-builds

Custom-build Base library CPU GPU Face detection model / accuracy on WIDER Face (Hard) Face recognition model / accuracy on LFW Age and gender detection Face mask detection Comment
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