If I change the activation function of VGG16, will the accuracy increase?
5 Ansichten (letzte 30 Tage)
Ältere Kommentare anzeigen
If I change the activation function of VGG16 to switch, ReLU6, LeakyReLU, Mesh, etc., will the accuracy improve? Or does it go down?
2 Kommentare
Walter Roberson
am 3 Jul. 2022
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
Antworten (1)
Sanyam
am 3 Jul. 2022
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!!
0 Kommentare
Siehe auch
Kategorien
Mehr zu Deep Learning for Image Processing finden Sie in Help Center und File Exchange
Produkte
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!