UDP Client-Server Implementation in C
There are two major communication protocols: TCP and UDP. These protocols are used to transport data between the client and the server. In one of my previous posts, we have...
Custom Layer in TensorFlow using Keras API
The majority of the people interested in deep learning must have used the TensorFlow library. It is the most popular and widely used deep learning framework. We have used the...
VGG16 UNET Implementation in TensorFlow
In this article, we are going to implement the most widely used image segmentation architecture called UNET. We are going to replace the UNET encoder with the VGG16 implementation from...
Squeeze and Excitation Implementation in TensorFlow and PyTorch
The Squeeze and Excitation network is a channel-wise attention mechanism that is used to improve the overall performance of the network. In today's article, we are going to implement the...
Semi-supervised Learning – Fundamentals of Deep Learning
Semi-supervised learning is a type of machine learning where we use a combination of a large amount of unlabelled data and a small amount of labelled data to train the...
File Transfer using TCP Socket in Python3
https://www.youtube.com/watch?v=MEcL0-3k-2c In today's tutorial, we are going to learn to do file transfer using a TCP socket in the python3 programming language. This is the most basic file transfer program...
Squeeze and Excitation Networks
Convolutional Neural Network (CNN) has been most widely used in the field of computer vision and visual perception to solve multiple tasks such as image classification, semantic segmentation and many...
What is Residual Network or ResNet?
Deep neural networks have become popular due to their high performance in real-world applications, such as image classification, speech recognition, machine translation and many more. Over time deep neural networks...
Supervised vs Unsupervised Learning
In this article, we are going to explore the two machine learning approaches - supervised and unsupervised learning. It is one of the most basic questions for data science beginners....
TCP Client-Server Implementation in C
In this tutorial, you will learn to implement a TCP client-server program in the C programming language. Here, the client and server would exchange messages and communicate with each other...