amazing video, i just had a few question: 1)does mediapipe and yunet provide facial landmarks like retinaface and mtcnn? 2)I am doing a surveillance based application on wide view surveuillance cameras so i used retinaface but it is too slow for real time use, can you provide the code or repo for using it on GPU please 3)do you have any tips for my use case, it is for my graduation project and I would really appreciate it
Yolov7 is an object Detection model that supports 80 classes. One of the classes is the person class but there is no face class in YOLOv7. These models are specific to Face Detection. I hope that answers your question.
This is not an exhaustive list of face detection models by any means. More models will be tested and added to the blog post over time. Feel free to let us know in the comments for us to include any other models.
We have trained YoloV7 to detect faces (among peaople, cars and animals), and it worked considerably well, comparably with YuNet, though a little worse for small faces, due to yolov7 specifics. Although, Yunet also gives you 5 facial keypoints for face alignment, while yolo cannot do this@@LearnOpenCV
I found this very helpful, thankyou you for explaining this.
How to use it
Please tell😢me
Very helpful, thank you very much for explaining this
We're glad you found it helpful!
amazing video, i just had a few question:
1)does mediapipe and yunet provide facial landmarks like retinaface and mtcnn?
2)I am doing a surveillance based application on wide view surveuillance cameras so i used retinaface but it is too slow for real time use, can you provide the code or repo for using it on GPU please
3)do you have any tips for my use case, it is for my graduation project and I would really appreciate it
in the blog post, the retinaface code you provided was for DSFD, not retinaface
i am wondering why yolo7 is not part of all these models?
Yolov7 is an object Detection model that supports 80 classes. One of the classes is the person class but there is no face class in YOLOv7. These models are specific to Face Detection. I hope that answers your question.
@@LearnOpenCV thats right but from my search i found yolo5face and yolo7face as latest version
This is not an exhaustive list of face detection models by any means. More models will be tested and added to the blog post over time. Feel free to let us know in the comments for us to include any other models.
We have trained YoloV7 to detect faces (among peaople, cars and animals), and it worked considerably well, comparably with YuNet, though a little worse for small faces, due to yolov7 specifics. Although, Yunet also gives you 5 facial keypoints for face alignment, while yolo cannot do this@@LearnOpenCV