项目作者: anjali-chadha

项目描述 :
Notebooks from Nvidia's DLI Deep Learning course
高级语言: Jupyter Notebook
项目地址: git://github.com/anjali-chadha/nvidia-dli-course.git
创建时间: 2019-02-01T17:46:05Z
项目社区:https://github.com/anjali-chadha/nvidia-dli-course

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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)