You use panorama mode to click a wide-view photo in your camera. But how does this panorama mode actually work under the hood? Or suppose you have an unstable video of your bike riding, and you go to ...
The Future of Image Recognition is Here: PyTorch Vision Transformers
Welcome to the second part of our series on vision transformer. In the previous post, we introduced the self-attention mechanism in detail from intuitive and mathematical points of view. We also ...
Understanding Attention Mechanism in Transformer Neural Networks
The just concluded 2022 was an incredible year for many advances in artificial intelligence. Most of the recently celebrated landmarks in AI have been driven by a particular class of models called ...
Implementing a CNN in TensorFlow & Keras
In this post, we’ll learn how to implement a Convolutional Neural Network (CNN) from scratch using Keras. Here, we show a CNN architecture similar to the structure of VGG-16 but with fewer layers. We ...
Tensorflow & Keras Tutorial: Linear Regression
Before studying deep neural networks, we will cover the fundamental components of a simple (linear) neural network. We'll begin with the topic of linear regression. Since linear regression can be ...
