May 24, 2020

Deep Learning

Counting item of interest in an image or a video is an interesting problem. Too few and you can use YOLO or SSD based object detection models, too many and you can use...

Read

March 4, 2019

Deep Learning

The mixture density network can represent general conditional probability densities using a set of learned mixture models.

Read

October 7, 2018

Deep Learning

In this post, I compare the time taken to train a Convolutional neural network on native 1080ti and the accelerators available on Google Colaboratory

Read

September 24, 2018

Deep Learning

It can provide many useful applications but at what cost ? Privacy, mass surveillance..

Read

August 11, 2018

Reinforcement Learning

Implementation of DQN to solve lunar lander environment

Read

July 10, 2018

Deep learning

Can neural networks learn to write stories ? Can they be taught to crack jokes or write articles ?

Read

May 19, 2018

Deep learning

What do filters in a convolutional neural network learn? How do we visualize a convolutional layer ? Can the Neural networks dream and if they do, do they dream of electric sheep ?

Read

March 3, 2018

Deep learning

Can computers learn to draw like Picasso, Vangogh, Monet or any other artist ? Gatys et al. introduce an algorithm that uses a Deep neural network to generate artistic images of high perceptual quality.

Read

December 27, 2017

Deep Learning

Imagine being able to learn the probability distribution of your dataset and sample from the learned distribution.

Read