A Beginner-Friendly Guide to PyTorch and How it Works from Scratch
Overview What is PyTorch? How can you get started with it from scratch? We’ll cover all of that in this article PyTorch is one …
Deep Learning
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 …
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 …
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 …
6 Powerful Open Source Machine Learning GitHub Repositories for Data Scientists
Overview Check out the top 6 machine learning GitHub repositories created in June There’s a heavy focus on NLP again, with XLNet outperforming Google’s …
Simplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning
Overview Check out Google AI’s best paper from ICML 2019 There is a heavy focus on unsupervised learning in Google AI’s paper We have …
Build a Machine Learning Model in your Browser using TensorFlow.js and Python
Overview TensorFlow.js (deeplearn.js) enables us to build machine learning and deep learning models right in our browser without needing any complex installation steps There …
