fanhuafeng / yolov7-face

yolov7 face detection with landmark

yolov7-face

New feature

• Dynamic keypoints
• WingLoss
• Efficient backbones
• EIOU and SIOU

Method	Test Size	Easy	Medium	Hard	FLOPs (B) @640	Link
yolov7-lite-e	640	91.8	88.6	71.8	2.6	google
yolov7-tiny-leak	640	93.2	91.3	83.0	16.6	google
yolov7s	640	94.8	93.1	85.2	16.8	google
yolov7-w6	960	96.4	95.0	88.3	89.0	google
yolov7-w6+TTA	1280	96.9	95.8	90.4	89.0	google

Dataset

WiderFace

yolov7-face-label

Test

Demo

• ncnn_Android_face

• yolov7-detect-face-onnxrun-cpp-py

References

• https://github.com/deepcam-cn/yolov5-face

• https://github.com/WongKinYiu/yolov7

• https://github.com/TexasInstruments/edgeai-yolov5/tree/yolo-pose

• https://github.com/ppogg/YOLOv5-Lite