You can access the full course here: Convolutional Neural Networks for Image Classification Intro to Image Recognition Let’s get started by learning a bit about the topic itself. Image recognition is, at its heart, image classification so we will use these terms interchangeably throughout this course. We see images or real-world items and we classify … Read more
Face recognition is ubiquitous in science fiction: the protagonist looks at a camera, and the camera scans his or her face to recognize the person. More formally, we can formulate face recognition as a classification task, where the inputs are images and the outputs are people’s names. We’re going to discuss a popular technique for face … Read more
Did you know that the Python programming language is one of the most in-demand languages in the industry right now? In fact, a survey of developers by CodinGame lists Python as the #1 most loved language, as well as the third most known language. Whether web development, advanced data analysics, or even the realm of … Read more
The challenge of text classification is to attach labels to bodies of text, e.g., tax document, medical form, etc. based on the text itself. For example, think of your spam folder in your email. How does your email provider know that a particular message is spam or “ham” (not spam)? We’ll take a look at … Read more
You can access the full course here: Build Sarah – An Image Classification AI Transcript 1 Hello everybody, and thanks for joining me, my name is Mohit Deshpande, and in this course we’ll be building an image classification app. Given a set of images, we’re going to train an AI to learn what these images … Read more
You can access the full course here: Video and Optical Flow – Create a Smart Speed Camera Part 1 In this lesson, you will learn the basics of videos, and how function notation can be applied to find pixel intensities of videos. Videos are a sequence of images (called frames), which allows image processing to … Read more
You can access the full courses here: Build Lorenzo – A Face Swapping AI and Build Jamie – A Facial Recognition AI Part 1 In this lesson, we’re going to see an overview of what face detection is. In a nutshell, it answers the question of whether or not there is a face in a given … Read more
You can access the full course here: Advanced Image Processing – Build a Blackjack Counter Transcript 1 Hello everybody. My name is Mohit Deshpande. And in this video, I want to kinda introduce you guys to the concept of image segmentation. So to motivate this discussion, here is an image of a wallet on a … Read more
You can access the full course here: Create a Raspberry Pi Smart Security Camera In this lesson we will discuss a different approach to image-similarity called structural similarity(SSIM). A Mean Squared Error is a really good measure of error difference, but the issue with mean squared error is that it looks at each pixel individually … Read more
Go from Zero to Python Expert – Learn Computer Vision, Machine Learning, Deep Learning, TensorFlow, Game Development and Internet of Things (IoT) App Development. We live in a world that is continuously advancing as a result of technological innovation. To succeed in this ever-changing world, you’ll need to learn and gain expertise in the technologies … Read more
