Data Science

Building AlexNet with TensorFlow and Running it with AWS SageMaker

In the last post, we built AlexNet with Keras. This is the second part of AlexNet building. Let’s rewrite the Keras code from the previous post (see Building AlexNet with Keras) with TensorFlow and run it in AWS SageMaker instead of the local machine. AlexNet is in fact too heavy …

Data Science

Building AlexNet with Keras

As the legend goes, the deep learning networks created by Alex Krizhevsky, Geoffrey Hinton and Ilya Sutskever (now largely know as AlexNet) blew everyone out of the water and won Image Classification Challenge (ILSVRC) in 2012. This heralded the new era of deep learning. AlexNet is the most influential modern …