Face Detection Model Zoo

Dataset

Dataset Name Training Images Validation Images Class Labels License
Open Images Dataset 20,000 [1] 1,975 0: Human Face Annotations under CC BY 4.0, Images under CC BY 2.0

Model Zoo

DeGirum’s face detection model zoo offers models trained with the Ultralytics repository.

Model Architecture Input Size Precision Runtime Device Type mAP 50-95 mAP 50 FPS
yolov5nu_relu6_face 640x640 INT8 N2X ORCA1 0.5677 0.7874 117.6
yolov5nu_relu6_face 640x640 INT8 TFLITE EDGETPU 0.5683 0.7882
yolov5nu_relu6_face 640x640 INT8 OPENVINO CPU 0.5570 0.7764
yolov5nu_relu6_face 640x640 FP32 OPENVINO CPU 0.5695 0.7898
yolov5nu_silu_face 640x640 INT8 N2X ORCA1 0.5591 0.7784
yolov5nu_silu_face 640x640 INT8 TFLITE EDGETPU 0.5590 0.7774
yolov5nu_silu_face 640x640 INT8 OPENVINO CPU 0.5613 0.7802
yolov5nu_silu_face 640x640 FP32 OPENVINO CPU 0.5677 0.7839
yolov8n_relu6_face 640x640 INT8 N2X ORCA1 0.5679 0.7869 106.8
yolov8n_relu6_face 640x640 INT8 TFLITE EDGETPU 0.5686 0.7876
yolov8n_relu6_face 640x640 INT8 OPENVINO CPU 0.5409 0.7586
yolov8n_relu6_face 640x640 FP32 OPENVINO CPU 0.5694 0.7871
yolov8n_silu_face 640x640 INT8 N2X ORCA1 0.5514 0.7647
yolov8n_silu_face 640x640 INT8 TFLITE EDGETPU 0.5493 0.7642
yolov8n_silu_face 640x640 INT8 OPENVINO CPU 0.5594 0.7754
yolov8n_silu_face 640x640 FP32 OPENVINO CPU 0.5692 0.7799
yolov5su_relu6_face 640x640 INT8 N2X ORCA1 0.5797 0.7967 43.9
yolov5su_relu6_face 640x640 INT8 TFLITE EDGETPU 0.5797 0.7974
yolov5su_relu6_face 640x640 INT8 OPENVINO CPU 0.5483 0.7653
yolov5su_relu6_face 640x640 FP32 OPENVINO CPU 0.5821 0.7972
yolov5su_silu_face 640x640 INT8 N2X ORCA1 0.5766 0.7951
yolov5su_silu_face 640x640 INT8 TFLITE EDGETPU 0.5751 0.7955
yolov5su_silu_face 640x640 INT8 OPENVINO CPU 0.5691 0.7887
yolov5su_silu_face 640x640 FP32 OPENVINO CPU 0.5784 0.7923
yolov8s_relu6_face 640x640 INT8 N2X ORCA1 0.5803 0.7971 39.0
yolov8s_relu6_face 640x640 INT8 TFLITE EDGETPU 0.5806 0.7973
yolov8s_relu6_face 640x640 INT8 OPENVINO CPU 0.5465 0.7617
yolov8s_relu6_face 640x640 FP32 OPENVINO CPU 0.5817 0.7959
yolov8s_silu_face 640x640 INT8 N2X ORCA1 0.5789 0.7958
yolov8s_silu_face 640x640 INT8 TFLITE EDGETPU 0.5784 0.7968
yolov8s_silu_face 640x640 INT8 OPENVINO CPU 0.5711 0.7836
yolov8s_silu_face 640x640 FP32 OPENVINO CPU 0.5853 0.8009

  1. A subset of face training images are used for training. ↩︎