nvidia-dli-course

Notebooks and Slides from Nvidia Deep Learning course

The Jupyter notebooks are used along with Nividia's DIGITS

Framework Used: Caffe

Contents:

1. Introduction 1, 2
2. Deployment
3. Improving Performance
4. Finding Whale Faces using AlexNet
5. Object Detection

• Using Window Sliding Method
• Modifying AlexNet architecture; Replaced the Fully Connected (FC) layers in Alex Net with Convolutional Layers so that any image input can be used
• Using DetectNet architecture (More complex than AlexNet)
  • More about DetectNet
  • DetectNet Prototxt File