This data was initially published on https://datahack.analyticsvidhya.com by Intel to host a Image classification Challenge. Thanks to https://datahack.analyticsvidhya.com for the challenge and Intel for the Data. In this project I perform multi-class classifcation on different images from intels image classification competition. I use the deep learning library Keras with a TensorFlow backend and a custom build convolutional neural network. I used keras ImageDataGenerator to perform data augmentation on my images and used Keras callbacks to monitor training and visualize the training result in the kernel and TensorBoard. I was able to reach a 92% accuracy on this model!