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

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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
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!

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