26 Oct 2017
Deep Learning Fundamentals
This full-day workshop covers the foundations of deep learning and offers hands-on training in Image Classification, Object Detection, and Neural Network Deployment using popular frameworks.
- Understand general terms and background of deep learning
- Leverage deep neural networks (DNN) within the deep learning workflow to solve a real-world image classification problem using DIGITS
- Measure object detection approaches in relation to three metrics: model training time, model accuracy and speed of detection during deployment
- Take three approaches for neural network deployment: DIGITS and Caffe, Caffe, through its Python API and NVIDIA TensorRT™