Soumyadip Blog

DataLoder in pytorch: Three ways that I know

After digging a little bit more I got to know that,there are three ways of loading data in a pytorch model, `datasets.ImageFolder`,`creating custom class for loading data` and `downloading directly from torchvision datasets and using DataLoader`.

Posted by Soumyadip Sarkar Wednesday, May 5, 2021

GAN - Generative Adversarial Nets Paper Review and Notes

Over view of GAN, need of GAN, workings, Objective function, derivations.

Posted by Soumyadip Sarkar Tuesday, April 13, 2021

Make Your Terminal Look Awesome

Make your terminal look awesome,install windows terminal, WSL,Oh-my-posh,zsh,terminal icon

Posted by Soumyadip Sarkar Tuesday, April 13, 2021

Implement RNN Using Tf2.x

This is a small and simple guide to RNNs, we will discuss all the basic requirements that you need to get started with RNNs from underneath concepts to code implementation. We will be implementing using TensorFlow 2.0.

Posted by Soumyadip Sarkar Tuesday, April 13, 2021

Covid DeepNet

This blog is a detailed , yet lucid overview of the paper,Covid-DeepNet,eep Convolutional Neural Network Architecture Designed for Early Prognosis of COVID-19 using Post-Anterior View of Chest X-Rays

Posted by Soumyadip Sarkar Tuesday, April 13, 2021

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ABOUT ME

ML/DL enthusiast || NLP/CV || Kaggle Kernel Expert || Intern @IIT KGP