Web Class: An Introduction to Image Classification using Machine Learning

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 moreWeb Class: An Introduction to Image Classification using Machine Learning

Web Class: Introduction to Optical Flow

You can access the full course here: Video and Optical Flow – Create a Smart Speed Camera Transcript 1 Hello everybody, my name is Mohit Deshpande, and in this course we’ll be building an app that can track objects through video and actually determine what their speed is based on certain properties of our camera. … Read moreWeb Class: Introduction to Optical Flow

Web Class: An Overview of Face Detection and Recognition Algorithms

You can access the full courses here: Build Lorenzo – A Face Swapping AI and Build Jamie – A Facial Recognition AI Transcript 1 Hello everybody, my name is Mohit Deshpande. In this video, I want to introduce you guys to this notion of face detection. And I just want to give you an overview … Read moreWeb Class: An Overview of Face Detection and Recognition Algorithms

Web Class: Thresholding and Contour Detection using OpenCV and Python

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 moreWeb Class: Thresholding and Contour Detection using OpenCV and Python

Web Class: Comparing Images – An Overview of Structural Similarity

You can access the full course here: Create a Raspberry Pi Smart Security Camera Transcript Hello everybody. My name is Mohit Deshpande, and in this video I want to discuss a different approach to emit similarity called structural similarity. And so a mean squared error is a really good measure of error difference, but the … Read moreWeb Class: Comparing Images – An Overview of Structural Similarity

Web Class: How to Process Video Frames using OpenCV and Python

You can access the full course here: Create a Raspberry Pi Smart Security Camera Transcript Hello everybody, my name is Mohit Deshpande and in this video, we’re going to start building our app. Actually, before we really get into our app, we first have to discuss something really important. And that is, how do we … Read moreWeb Class: How to Process Video Frames using OpenCV and Python

Python Mini-Degree

Machine Learning Fundamentals

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 morePython Mini-Degree

Free Ebook – Machine Learning For Human Beings

Machine Learning Fundamentals

We are excited to announce the launch of our free ebook Machine Learning for Human Beings, authored by researcher in the field of computer vision and machine learning Mohit Deshpande, in collaboration with Pablo Farias Navarro, founder of Zenva. In over 100 pages you will learn the basics of Machine Learning – text classification, clustering and even face recognition … Read moreFree Ebook – Machine Learning For Human Beings

Face Recognition with Eigenfaces

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 moreFace Recognition with Eigenfaces

Introduction to Convolutional Neural Networks for Vision Tasks

Neural networks have been used for a wide variety of tasks across different fields. But what about image-based tasks? We’d like to do everything we could with a regular neural network, but we want to explicitly treat the inputs as images. We’ll discuss a special kind of neural network called a Convolutional Neural Network (CNN) that … Read moreIntroduction to Convolutional Neural Networks for Vision Tasks