Convolutional NN with Keras Tensorflow on CIFAR-10 Dataset, Image Classification

In today's post, I am going to show you how to create a Convolutional Neural Network (CNN) to classify images from the dataset CIFAR-10. This tutorial is the backbone to the next one, Image Classification with Keras and SageMaker. This post mainly shows you how to prepare your custom dataset to be acceptable by Keras. … Continue reading Convolutional NN with Keras Tensorflow on CIFAR-10 Dataset, Image Classification

Preprocessing a Dataset

In this blog post, we are going to talk about preprocessing in order to have a robust dataset for our model. When we are given a dataset, it is really important to understand it and by understanding, I mean to find the key features. This is not always the case, because we may have a … Continue reading Preprocessing a Dataset