In this tutorial, we will learn the basics of Convolutional Neural Networks ( CNNs ) and how to use them for an Image Classification task. We will also see how data augmentation helps in improving the ...
Image Classification using Feedforward Neural Network in Keras
In this article, we will learn how to implement a Feedforward Neural Network in Keras. We will use handwritten digit classification as an example to illustrate the effectiveness of a feedforward ...
Neural Networks : A 30,000 Feet View for Beginners
In this article, I am going to provide a 30,000 feet view of Neural Networks. The post is written for absolute beginners who are trying to dip their toes in Machine Learning and Deep Learning. We ...
Handwritten Digits Classification : An OpenCV ( C++ / Python ) Tutorial
This post is part of a series I am writing on Image Recognition and Object Detection. The complete list of tutorials in this series is given below: Image recognition using traditional Computer ...
Image Recognition and Object Detection : Part 1
This is a multipart post on image recognition and object detection. In this part, we will briefly explain image recognition using traditional computer vision techniques. I refer to techniques that ...
Deep Learning Example using NVIDIA DIGITS 3 on EC2
In my previous post I provided step by step instructions on how to install NVIDIA DIGITS 3 on Amazon EC2. In this post, we are going to use an Amazon Machine Image (AMI) that I have configured for ...
