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#neural-networks
Introduction Tensorflow.js lets you develop or execute ML models in JavaScript, and use ML directly in the browser client side, server side via Node.js, mobile native via React Native, desktop native …
Have you ever seen human hands with 6 fingers? Have you noticed a white dog giving birth to a black puppy? All these are unusual, Right !? There is always a better term! In this case, it is called an …
Object detection Unlike image classification whose objective is to identify the object in an image, object detection is a computer vision technique that allows both the identification and the localiza…
Hey guys, in this article we will discuss GANs (Generative Adversarial Networks). Generative Adversarial Networks (GANs) were introduced in 2014 by Ian J. Goodfellow and co-authors. GANs perform unsu…
Introduction Have you ever felt confused and wondered what new movie to watch, or watch a movie of a particular genre or maybe even a new movie that is similar to your favourite movie. Well, why not m…
If you've ever used a voice app like Alexa or Siri, you've interacted with a neural network. (And of course, you already have your own neural network – in your brain.) In machine learning, an artifici…
My base stack for deep learning is Tensorflow, but PyTorch has been growing exponentially. Therefore I am going to start exploring PyTorch more and more, so I decided to make some hello-world examples…
Introduction In this series of blog we will be demystifying the theory, mathematics and science behind the Artificial Neural Networks. We will be coding all the fundamental units of multi-layer feed f…
Here we will discuss math behind backpropagation in neural network. Here are the prerequisites for this tutorial. Matrix, Vectors Dot product, Element-wise multiplication Matrix Calculus(Chain Rule) …
In the span of the last 10 years, the term “neural networks” has gone beyond the scientific and professional environment. The theory of neural network organization emerged in the middle of the last ce…
