Description: This code demonstrates the use of ImageDataGenerator to generate additional images and use them during the training of the convolutional neural networks.
This ImageDataGenerator is used with 5 fold cross-validation using StratifiedKFold on a CNN model to perform sentiment classification.
Youtube link: https://www.youtube.com/watch?v=ZdLDWqI-Ncs
Github link: https://github.com/siddhaling/Generalization-Improving-of-CNN-with-Limited-Images-by-Augmenting-Images/blob/master/CNNimproveGeneralization.py
Download
0 formats
No download links available.
Python Code: CNN model with image generator ImageDataGenerator, Cross Validation, StratifiedKFold | NatokHD