Gender Classification Model Zoo

Documentation Models
1

Dataset

Dataset Name Training Images Validation Images Class Labels License
UTKFace
CelebA
FairFace		 249,575 27,652 0: Male
1: Female		 UTKFace: Non-commercial research purposes only
CelebA: Non-commercial research purposes only
FairFace: CC BY 4.0

Model Zoo

DeGirum’s gender classification model zoo (Female | Male) features models trained with Ultralytics and PyTorch Image Models repositories.

Model Architecture Input Size Precision Runtime Device Type Top-1 FPS
yolov8n-gender 160x160 INT8 N2X ORCA1 0.9639 537.3
yolov8n-gender 256x256 INT8 N2X ORCA1 0.9667 483.5
yolov8n-gender 256x256 FP32 OPENVINO CPU 0.9669 –
yolov8s-gender 160x160 INT8 N2X ORCA1 0.9678 361.8
yolov8s-gender 256x256 INT8 N2X ORCA1 0.9688 312.1
yolov8s-gender 256x256 FP32 OPENVINO CPU 0.9685 –
mobilenetv2_100_gender 160x160 INT8 N2X ORCA1 0.8616 285
mobilenetv2_100_gender 224x224 INT8 N2X ORCA1 0.958 220
mobilenetv2_100_gender 224x224 FP32 OPENVINO CPU 0.9648 –
mobilenetv2_100_gender 256x256 INT8 N2X ORCA1 0.9579 203.6
resnet_34_gender 160x160 INT8 N2X ORCA1 0.843 91.6
resnet_34_gender 160x160 FP32 OPENVINO CPU 0.8433 –
resnet_34_gender 224x224 INT8 N2X ORCA1 0.9633 77.9
resnet_34_gender 224x224 INT8 OPENVINO CPU 0.9628 –
resnet_34_gender 256x256 INT8 N2X ORCA1 0.9635 75
resnet_34_gender 256x256 INT8 OPENVINO CPU 0.9642 –
resnet_34_gender 256x256 FP32 OPENVINO CPU 0.9645 –
resnet_50_gender 160x160 INT8 N2X ORCA1 0.9182 71.9
resnet_50_gender 160x160 FP32 OPENVINO CPU 0.9013 –
resnet_50_gender 224x224 INT8 N2X ORCA1 0.9603 61.8
resnet_50_gender 256x256 FP32 OPENVINO CPU 0.9616 58.8