If I change the activation function of VGG16, will the accuracy increase?
조회 수: 2 (최근 30일)
이전 댓글 표시
If I change the activation function of VGG16 to switch, ReLU6, LeakyReLU, Mesh, etc., will the accuracy improve? Or does it go down?
댓글 수: 2
Walter Roberson
2022년 7월 3일
I think you would need to be clear about what kind of data you would be using this for. A change that improves one kind of input might do worse on a different kind of input m
답변 (1개)
Sanyam
2022년 7월 3일
This cannot be directly said, as kind of activation function to use is also a hyperparameter. What you can do is to check the performance of your model with different activation functions using cross-validation or using a seperate validation dataset. Then pick up the activation function which gives the best performance
Hope that helps. Thanks!!
댓글 수: 0
참고 항목
카테고리
Help Center 및 File Exchange에서 Deep Learning for Image Processing에 대해 자세히 알아보기
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!