Rosetta – How Facebook uses Machine Learning to Process Text in Billions of Images
Overview Rosetta is Facebook’s own large-scale machine learning system to deal with text in images The system extracts text from more than a billion …
CNN
Classifying and Decoding Historical Texts and Images using CNNs!
Overview A team of researchers have built a CNN model that can analyze and classify ancient graffiti Multinomial logistic regression model gave an AUC …
Automatic Image Captioning using Deep Learning (CNN and LSTM) in PyTorch
Introduction Deep Learning is a very rampant field right now – with so many applications coming out day by day. And the best way …
Google Brain’s Image Manipulation Algorithm Fools Both Humans and Machines
Overview Researchers at Google Brain developed an algorithm that can fool both humans and machines The algo changes the image only slightly, but it’s …
11 most read Deep Learning Articles from Analytics Vidhya in 2017
Introduction This is that time of year, when you reflect on the year gone by. 2017 has been a year of growth for us at …
Architecture of Convolutional Neural Networks (CNNs) demystified
Introduction I will start with a confession – there was a time when I didn’t really understand deep learning. I would look at the …
25 Must Know Terms & concepts for Beginners in Deep Learning
Artificial Intelligence, deep learning, machine learning — whatever you’re doing if you don’t understand it — learn it. Because otherwise you’re going to be a dinosaur within 3 years. …
