Data Science

How to Implement CrossViT for Image Classification

Welcome to our guide on implementing the CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification using PyTorch! In this article, we will take you through the steps to set up and run the CrossViT model smoothly. What is CrossViT? CrossViT is...

Learning LLMs and GenAI for Dev, Sec, and Ops

Learning LLMs and GenAI for Dev, Sec, and Ops

This guide will help you navigate through understanding LLMs (Large Language Models) and GenAI (Generative AI) from a developer, operations, and security perspective. This repository aims to organize essential lessons in a narrative format which makes it easier for...

How to Utilize 3D ResNets for Action Recognition

How to Utilize 3D ResNets for Action Recognition

Action recognition is a cutting-edge domain in video analysis where the primary goal is to identify actions within a video sequence. One of the most advanced techniques in action recognition is the use of 3D ResNets, which integrate spatial and temporal dimensions for...

How to Analyze Microscopy Data Using Pycroscopy

How to Analyze Microscopy Data Using Pycroscopy

Microscopy data analysis can often feel like deciphering a complex, intricate puzzle. Luckily, with the Pycroscopy Python package, analyzing microscopy data becomes a more manageable task. In this article, we will guide you through the steps to get started with...