Gender Classification

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 (Female | Male) zoo consists of a variety of models gathered and trained using ultralytics repository and pytorch-image-models repository.
Here is the link to DeGirum's gender classification zoo.

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