Convolutional neural network(CNN) : explaining the 5 layers of a CNN

Definition A convolutional neural network, also called ConvNet and CNN is a computer vision algorithm and is also a class of artificial neural networks. It is mainly used for detecting and classifying images. It, at the most basic level, uses pixel data of the image which is supposed to be classified. Which might immediately make … Read more

PyTorch tutorial

What is Pytorch ? Pytorch is an open source machine learning framework which is based on the Torch library. This framework is widely used in deep learning applications like Convolutional Neural Networks for Computer vision, RNN, etc. Even tesla uses this in their cars. It was created by Facebook or META AI specifically for python … Read more

What is an Artificial Neural Network ?

Prerequisites Basics of machine learning What is deep learning Definitions An artificial neural network(ANN) is a machine learning model inspired by biological neural network, a.k.a the human/animal brain. Structure The Perceptron A perceptron is (as some of you might know) the fundamental building block of a neural network. The approach is really simple . The … Read more