Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)
Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present their findings …
Computer Vision
What are Generative Models and GANs? The Magic of Computer Vision
Overview Generative models and GANs are at the core of recent progress in computer vision applications This article will introduce you to the world …
Here’s your Learning Path to Master Computer Vision in 2020
Introduction There are an overwhelming number of resources out there these days to learn computer vision concepts. How do you pick and choose from …
A Comprehensive Learning Path for Deep Learning in 2020
Introduction What a time to be working in the deep learning space! 2019 was chock full of deep learning-powered developments and breakthroughs – it …
2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning!
Overview A comprehensive look at the top machine learning highlights from 2019, including an exhaustive dive into NLP frameworks Check out the machine learning …
Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images
Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning …
6 Challenging Open Source Data Science Projects to Make you a Better Data Scientist
Overview Here are 6 challenging open-source data science projects to level up your data scientist skillset There are some intriguing data science projects, including …
A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone
Overview The attention mechanism has changed the way we work with deep learning algorithms Fields like Natural Language Processing (NLP) and even Computer Vision …
Introduction to Apple’s Core ML 3 – Build Deep Learning Models for the iPhone (with code)
Overview Apple’s Core ML 3 is a perfect segway for developers and programmers to get into the AI ecosystem You can build machine learning …
4 Proven Tricks to Improve your Deep Learning Model’s Performance
Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk …
