I published implementation of Faster R-CNN with MXNet C++ Frontend. You can use this implementation as comprehensive example of using MXNet C++ Frontend, it has custom data loader for MS Coco dataset, implements custom target proposal layer as a part of the project without modification MXNet library, contains code for errors checking (Missed in current C++ API), have Eigen and NDArray integration samples. Feel free to leave comments and proposes. The code is available on Github,…Continue
Added by Kyrylo Kolodiazhnyi on November 5, 2018 at 11:30pm — No Comments
This article is a follow up to my previous one talking about the rise of Artificial Intelligence in an Enterprise. In this article, I will talk about how enterprises in Transportation, Retail and Healthcare are transforming themselves using AI.
Although I talk about specific enterprises here, the use cases are pretty generic and horizontal. The use…Continue
Added by Vimal N Suba on November 5, 2018 at 3:01pm — No Comments
Depending on what news headline you have read, you may have perceived an Artificial Intelligence (AI) system as either an Alexa or Siri assistant that understands all your commands, a deep learning system that can recognize dog or a cat from image, a system that recommends personalized medicine, or an intelligent, overpowering machine that can overtake all human tasks and render humans useless. Few of these definitions can be termed as …Continue
Added by Vimal N Suba on October 17, 2018 at 2:53pm — No Comments
Privacy!! does it really exist in todays time, when technology allow to monitor even your personal movement in your dark bedroom through solid walls.
Lets race for DataIntelligence this is what is mantra for every company on planet today. Do we really have privacy any more. What all data and upto what extend getting collected more then 90% of us are not even aware.
Some sources from internet (reliable sources) claims…Continue
Added by Vinod Sharma on June 24, 2018 at 10:30pm — No Comments
Machine Learning is hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is most important need.
Machine Learning is the hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is most important need. The real need for today’s time and business is to clarify,…Continue
Added by Vinod Sharma on May 20, 2018 at 9:00am — No Comments
Demystifying key buzzwords like Artificial intelligence, machine learning, artificial neural networks and deep learning is simple and complex task at the same time.
Let us attempt to melt down the thick confusion of how all-encompassing terms like artificial intelligence, machine learning, and deep learning speaks to each other. Machine learning, Blockchain and…Continue
Added by Vinod Sharma on May 16, 2018 at 12:00am — No Comments
Describing and picturing MLAlgos and Machine Learning is the main idea of this post. I will attempt to answer few basic questions as well. Though these questions have been answered many a times in the past and are widely available. Answering them again here from my very own experience on the ground may makes the difference though rather then simply answering from phd or scholar books material prospective.…Continue
Added by Vinod Sharma on May 10, 2018 at 10:30pm — No Comments
Added by Pradeep Menon on February 20, 2018 at 4:30pm — No Comments
In a previous post I talked about how to preprocess and explore image dataset. In this post, I will talk about how to model image data with neural networks having a single neuron, using sigmoid function. Original version of this blog can be found here. This is equivalent to logistic…
Added by Jobil Louis on January 20, 2018 at 5:00pm — No Comments
In the first article of this series, I had touched upon key concepts and processes of Data Science. In this article, I will dive in a bit deeper. First, I will define what is Statistical learning. Then, we will dive into key concepts in Statistical learning. Believe me; it is simple.
As per …Continue
In 2006, Clive Humbly, UK Mathematician, and architect of Tesco’s Clubcard coined the phrase “Data is the new oil. He said the following:
Added by Pradeep Menon on August 1, 2017 at 5:00am — No Comments
Added by Sigrid Keydana on March 25, 2017 at 7:52am — No Comments
Last year before Christmas at Hochschule München, Fakultät für Informatik and Mathematik I presented about Deep Learning (nbviewer, github, pdf).
Mainly concepts (what's…Continue
We all got exposed to different sounds every day. Like, the sound of car horns, siren and music etc. How about teaching computer to classify such sounds automatically into categories!
In this blog post, we will learn techniques to classify urban sounds into categories using machine learning. Earlier blog posts covered classification…Continue
Added by Aqib Saeed on September 6, 2016 at 12:25am — No Comments
ISVs are commonplace in software and technology business. Per Wikipedia, an independent software vendor (ISV) is an organization specializing in making software, designed for mass or niche markets. This is in contrast to software developed for in-house use only within an organization or software designed or adapted for a single, specific…Continue
Added by PG Madhavan on March 8, 2016 at 11:30am — No Comments
In my last post, I covered setting up the basic tools to start doing machine learning (Python, NumPy, Matplotlib and Scikit-Learn). Now, you are probably wondering how to do this on a very large scale, involving terabytes (may be even petabytes) of data and across several server nodes.
The best answer is Apache …Continue
Here are some of my favorite things about big data and data science, from A to Z (actually, ZZ):
C – Characterization
Added by Kirk Borne on August 16, 2013 at 11:19am — No Comments