age-gender-estimation icon indicating copy to clipboard operation
age-gender-estimation copied to clipboard

How can I get a more stable model?

Open tirtile opened this issue 6 years ago • 1 comments

Thank you for sharing, I have a question. When using cam to test, the face is almost unchanged, but the probability of the model output is very unstable. Do you have any good solutions?

tirtile avatar Oct 13 '18 04:10 tirtile

One easy way is test-time augmentation; augment test each of face images, do prediction against augmented images, and average the prediction results. (though I have not tested...)

yu4u avatar Oct 16 '18 10:10 yu4u