Getting Started with Deep Learning
TimeMonday, July 231:30pm - 5pm
DescriptionThis lecture and lab is an introduction to deep learning, the workflow of training a deep neural network, and understanding network training results.
Learn how to leverage deep neural networks (DNN) within the deep learning workflow to solve a real-world image classification problem using Caffe and NVIDIA DIGITS. You will walk through the process of data preparation, model definition, model training and troubleshooting. You will use validation data to test and try different strategies for improving model performance using GPUs. On completion of this lab, you will be able to use NVIDIA DIGITS to train a DNN on your own image classification application.