9 Powerful Tips and Tricks for Working with Image Data using skimage in Python
Overview New to working with image data? The skimage module in Python is an ideal starting point Learn 8 simple yet powerful tricks for …
Computer Vision
Feature Engineering for Images: A Valuable Introduction to the HOG Feature Descriptor
Overview Learn the inner workings and math behind the HOG feature descriptor The HOG feature descriptor is used in computer vision popularly for object …
Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model
Overview Learn how you can use computer vision and deep learning techniques to work with video data We will build our own video classification …
3 Beginner-Friendly Techniques to Extract Features from Image Data using Python
Overview Did you know you can work with image data using machine learning techniques? Deep learning models are the flavor of the month, but …
A Friendly Introduction to Real-Time Object Detection using the Powerful SlimYOLOv3 Framework
Overview Real-time object detection is taking the computer vision industry by storm Here’s a step-by-step introduction to SlimYOLOv3, the latest real-time object detection framework …
10 Powerful Applications of Linear Algebra in Data Science (with Multiple Resources)
Overview Linear algebra powers various and diverse data science algorithms and applications Here, we present 10 such applications where linear algebra will help you …
Computer Vision Tutorial: Implementing Mask R-CNN for Image Segmentation (with Python Code)
Overview Mask R-CNN is a state-of-the-art framework for Image Segmentation tasks We will learn how Mask R-CNN works in a step-by-step manner We will …
The AI Comic: Z.A.I.N – Issue #2: Facial Recognition using Computer Vision
Introduction First – a HUGE thank you to our community for the wonderful response to the first issue of our exclusive AI comic – …
The AI Comic: Z.A.I.N – Issue #1: Automating Attendance using Computer Vision
“Sound does not travel in a vaccum.“ The above concept might just be a simple fact for you – but I had a tough …
A Guide to Understanding Convolutional Neural Networks (CNNs) using Visualization
Introduction “How did your neural network produce this result?” This question has sent many data scientists into a tizzy. It’s easy to explain how …
