In this post, we will learn what Batch Normalization is, why it is needed, how it works, and how to implement it using Keras. Batch Normalization was first introduced by two researchers at Google, ...
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Deep Learning based Character Classification using Synthetic Dataset
This summer I am doing an internship at Big Vision LLC under the guidance of Dr. Satya Mallick. In this post, I will describe the problem I was asked to solve to qualify for the internship. For a ...
Average Faces of FIFA World Cup 2018
Football has been one of the most followed sports in the past decades. With an average attendance of 53k in a single match for the past years, let's get into this FIFA fever as well! Imagine your ...
Image Quality Assessment : BRISQUE
Photography is the favorite hobby of millions of people around the world. After all, how difficult can it be! In the words of Diane Arbus, a famous American photographer -- “Taking pictures is like ...
Understanding AlexNet
Billionaire investor and entrepreneur Peter Thiel's favorite contrarian questions is What important truth do very few people agree with you on? If you had asked this question to Prof. Geoffrey ...
Deep Learning Based OCR Text Recognition Using Tesseract and OpenCV
In this article, we will learn deep learning based OCR and how to recognize text in images using an open-source tool called Tesseract and OpenCV. The method of extracting text from images is called ...
