Back to Browse

Python Code: CNN model with image generator ImageDataGenerator, Cross Validation, StratifiedKFold

3.9K views
Jul 20, 2021
19:58

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