This is to create a repos for CNN image classifications. It covers 3 use cases.
One is to build a CNN model to predict cat or dog and data augmentation is used to improved the model. Due to size limit, unable to upload train and test files Please refer to Kaggle for data source: https://www.kaggle.com/c/dogs-vs-cats
Another one is build a CNN model to predict fashion labels using Fashion MNIST dataset. Due to size limit, unable to upload train and test files Please refer to Kaggle for data source: https://www.kaggle.com/zalando-research/fashionmnist
Another one is to build a LE-Net model to predict traffic sign images (43 classes). The model is implemented as referred in original publication with model evaluation and model prediction.