James Arnold Nogra

Senior Software Engineer & Technical Lead

Posts by the Author

Introduction to Genetic Algorithm

Introduction to Genetic Algorithm

Genetic algorithm (GA) is a search heuristic inspired by the processes of Charles Darwin’s Theory of Natural Selection. The algorithm reflects on how the fittest individuals have higher chances of...

Detecting Face Mask Usage Using Inception Network

Detecting Face Mask Usage Using Inception Network

Based on the research paper Face Mask Usage Detection Using Inception Network. Full repository of the code including the trained model is at Improper Mask Detector. To use the trained...

Logistic Regression for Class Prediction Using Python

Logistic Regression for Class Prediction Using Python

One of the most common supervised machine learning techniques is Logistic Regression. It is primarily used to predict binary events occurring such as yes or no, true or false, and...

Image Generation Using Stable Diffusion, Google Colab, and CivitAI Resources

Image Generation Using Stable Diffusion, Google Colab, and CivitAI Resources

In recent years, the field of artificial intelligence has made remarkable strides, particularly in the realm of image generation, sometimes even photo realistic ones. One of the most polarizing advancements...