All about Structural Similarity Index (SSIM): Theory + Code in PyTorch

Color Segmentation using OpenCV

Back in the September of 2019, one of the first few tasks I took up after starting my higher studies…

FINDING THE EDGE: CANNY AND SOBEL DETECTORS (Part 1)

While working on a project for Real-Time Road…

25 Lesser-known Python Modules that can Improve the Way we Code.

ConvNet Architectures for beginners Part I

Beginner’s guide to Convolutional Neural Network…

A Gentle Introduction to U-Net

Right, this picture right here, is a U-Net architecture, visualised. But before we get into the technical…

Understanding Cost function for Linear Regression

Quantify the error between predicted values and…

FINDING THE EDGE: CANNY AND SOBEL DETECTORS(Part 2)

In the first part of the series I briefly touched…

A Gentle Introduction to GANs and its Loss Function!

The most interesting idea in the last 10 years in…

Machine Learning for Anomaly Detection- The Mathematics Behind It!