MATLAB Answers

Why prediction accuracy is higher with noisy images than denoised images?

1 view (last 30 days)
Nbillah
Nbillah on 11 Jun 2020
Answered: Mahesh Taparia on 15 Jun 2020
How to improve CNN accuracy with denoised images-please help

  0 Comments

Sign in to comment.

Answers (1)

Mahesh Taparia
Mahesh Taparia on 15 Jun 2020
Hi
Adding noise in the training dataset act as a regularizer and it prevent overfitting. So the prediction accuracy is more.
To improve the accurcay, you can try with different architecture of CNN, use different optimizer, do data augmentation to increase the dataset, use different loss function for optimization, etc.

  0 Comments

Sign in to comment.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by