MATLAB Answers

Info

This question is closed. Reopen it to edit or answer.

Can the New Test Data be looped into the Training Data after being Classified by the CNN model?

2 views (last 30 days)
Vinay Chawla
Vinay Chawla on 24 Jul 2020
Closed: MATLAB Answer Bot on 20 Aug 2021
Hello,
I am working on a CNN model but I have a limited dataset to work with. I was wondering if there is a chance that after training the CNN model on a specific number of images, when I test it against a new set of images, these new classified images can be looped into the training set. So that when the model is run again it trains with these new images as a part of the training data set.
Thanks in advance.

Answers (1)

Harsha Priya Daggubati
Harsha Priya Daggubati on 27 Jul 2020
Hi,
It is generally advised to keep training and test sets explicit. I can think of one possible workaround, since your dataset is of images, you can augment your dataset using 'imageDataAugmenter' and create an augmentedImageDatastore using it to train your network.
Take a look at these links for more details:
Hope this helps!
  7 Comments

Community Treasure Hunt

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

Start Hunting!