Landmark detection accuracy?

yinguobing / head-pose-estimation

Realtime human head pose estimation with ONNXRuntime and OpenCV.

MIT License

1.24k stars 288 forks source link

Landmark detection accuracy? #21

Open ModarD opened 5 years ago

ModarD commented 5 years ago

Hello, thank you for the great code! I wonder if the landmark detection accuracy in this project is identical to the one in this project https://github.com/yinguobing/cnn-facial-landmark is it the same CNN and training dataset?

I am working on facial expressions detection and I wonder if you have any suggestions for getting more accurate frontal face landmarks detection for eyes closed and mouth is widely open or one eyebrow is higher than the other one?

Thanks!

yinguobing commented 5 years ago

For the first question the answer is yes.

For the second question, this tutorial is for beginners so the model and the loss function are simplified. If accuracy is a key requirement you may want to refer to some state of the art technical/academic papers. This project is not the best option.