I Taught these AI to Dance on Drake’s Song using PoseNet

  Code is available in GitHub, I taught these AI to dance on In-My-Feelings song by Drake using PoseNet and Tensorflow.js I have used the Pose Detection model called PoseNet implemented in Tensorflow.js. The original repository can be found in https://github.com/tensorflow/tfjs-models/tree/master/posenet. I have modified the codes to enable the following Loads a pre-trained PoseNet model Runs […]

Object Detection with Single Shot Multibox Detector

The current frameworks for object detection task can be categorized into two main types. One category of frameworks uses a two-step pipeline – first it generates region proposals using improved algorithms other than sliding windows, then passes the regions to CNN and SVM for feature extraction followed by classification and localization. The other category unifies […]

Convolutional Neural Network Basics

Convolutional neural networks or CNNs are deep neural networks considered as the most representative model of deep learning. CNNs extend on traditional neural networks by combining both fully-connected hidden layers and locally-connected convolutional layers. In traditional neural networks, each neuron in the hidden layer is fully-connected to all neurons in the preceding layer. However, in […]

Neural Network Demystified Part ll – Deep Neural Network

This post is the second part of the series Neural Network Demystified. If you haven’t read the first part please check Neural Network Demystified Part I – Building Blocks and Activation Functions first.  Arti ficial Neural Networks Artifi cial Neural Networks (ANNs) are motivated by the nervous system of the human brain where approximately 86 billion neurons are […]

My Master’s Thesis in 3 Minutes – 3MT Competition

Conducting quality research on any field is hard, however not as hard as explaining the research to a room full of people with non-technical background, that too in just 3 minutes! As a person who is never afraid of taking challenges, I couldn’t afford to lose the opportunity to participate in the prestigious 3-Minute Thesis […]

How deep is a Deep Neural Net?

As a machine learning researcher, I often get asked this question about “how deep a neural net is called a deep neural net”. After having some good reads and listening to some great AI specialists, I have finally come up with a satisfactory answer to this interesting but a bit tricky question. Before delving deep […]

How to be a Pro in fields of AI: Resources to master

Here are some really useful resources to have a head-start in different important topics related to machine learning and other sub-domains. Publications Get most recent publications in here Get great list of Deep Learning Papers in here Books in core Artificial Intelligence The AI bible Artificial Intelligence: A Modern Approach (AIMA) Look into GitHub for coding solutions […]