I’ve been working with PyTorch for a while now, and I keep coming back to the same sticking point whenever I start a new project: custom datasets. The built-in datasets are great for learning, but the moment you want to…
In this article, we’ll train our first model with PyTorch Lightning. PyTorch has been the go-to choice for many researchers since its inception in 2016. It became popular because of its more pythonic approach and very strong support for CUDA.…
In this article, we will be learning how to work with Satellite Imagery and visualize them using Python. This tutorial is a very skim introduction to the world of geo-spatial analysis. It is meant for people who at least have…
In this article, we will be learning about how to do a Monte-Carlo Simulation of a simple random experiment in Python. Note: Monte Carlo Simulation is a mathematically complex field. So we have not gone into the details of the…
Deep Learning is one of the hottest industry skill right now. Deep learning is being now being used in many sectors to solve problems that were previously thought unsolvable for eg: self-driving cars, face recognition/augmentation etc. Coding a deep learning…
This is the second part of the tutorial – Create Number Guessing Game GUI in Python. In the first part, we have seen how to implement the guessing game in a command-line interface. In this tutorial, we will be taking…
In this tutorial, we will be creating a random number guessing game using standard python libraries. This tutorial is divided into two parts- The Command Line Interface(CLI) and the Graphical User Interface(GUI). This the first part of the tutorial where…
Conda vs Pip are sometimes interchangeably in our day to day use of Python. PIP and conda are very popular package managers for Python.  Although some of the functionality of these two tools overlap, they were designed and should be…
In this article, we will be discussing saving loading models using TensorFlow 2.0+. This is a beginner-intermediate level article meant for people who have just started out using TensorFlow for their deep learning projects. Why do you need to save…
GAN has been the talk of the town since its inception in 2014 by Goodfellow. In this tutorial, you’ll learn to train your first GAN in PyTorch. We also try to explain the inner working of GAN and walk through…