Eric Yuan's Blog

Perstando et Praestando

  • About Me

Pooling

Convolutional Neural Networks

March 30, 2014 / 43 Comments

WHAT IS CNN A Convolutional Neural Network (CNN) is comprised of one or more convolutional layers, pooling layers and then followed by one or more fully connected layers as in a standard neural network. The architecture of a CNN is designed to take advantage of the 2D structure of an input image (or other 2D input … [Read more…]

Posted in: Algorithm, Machine Learning, OpenCV Tagged: CNN, Deep Learning, Machine Learning, OpenCV, Pooling

[UFLDL Exercise] Convolution and Pooling

March 18, 2014 / 1 Comment

I’m learning Prof. Andrew Ng’s Unsupervised Feature Learning and Deep Learning tutorial, This is the 8th exercise, which is a simple ConvNet with Pooling process. I’ll not go through the detail of the material. More details about this exercise can be found HERE. I’ll try to implement it using C++ and OpenCV if I have time next week.

Posted in: Algorithm, Machine Learning Tagged: ConvNet, Deep Learning, Machine Learning, Pooling, STL-10, UFLDL

Pages

  • About Me

Categories

  • Algorithm
  • Deep Learning
  • Dynamic Programming
  • Graphics
  • LeetCode
  • Machine Learning
  • Machine Reading Comprehension
  • Maths
  • NLP
  • OpenCV
  • Something else
  • Twaddle
  • Uncategorized
  • Vision

Archives

  • July 2016
  • August 2015
  • June 2015
  • April 2015
  • March 2015
  • October 2014
  • September 2014
  • July 2014
  • June 2014
  • May 2014
  • April 2014
  • March 2014
  • February 2014
  • January 2014
  • November 2013
  • October 2013
  • September 2013

Copyright © 2018 Eric Yuan's Blog.

Me WordPress Theme by themehall.com