Web Class: Introduction to Optical Flow

Transcript Part 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. So we’ll be able to build this. And I’ve shown this visualization here. You can see … Read moreWeb Class: Introduction to Optical Flow

Web Class: An Overview of Face Detection and Recognition Algorithms

Transcript Part 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 of the two different topics that we’ll be covering in the next few videos. Probably a good place to start would … Read moreWeb Class: An Overview of Face Detection and Recognition Algorithms

Web Class: Thresholding and Contour Detection using OpenCV and Python

Transcript Part 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 table. And so as humans, we can easily differentiate between the wallet and the … Read moreWeb Class: Thresholding and Contour Detection using OpenCV and Python

Web Class: Comparing Images – An Overview of Structural Similarity

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 issue with mean squared error is that it looks at each pixel individually and … Read moreWeb Class: Comparing Images – An Overview of Structural Similarity

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

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 actually look at video in terms of images? One way to think about it … Read moreWeb Class: How to Process Video Frames using OpenCV and Python

How to Use Machine Learning to Show Predictions in Augmented Reality – Part 3

Part 2 Recap This tutorial is part of a multi-part series. In Part 1, we loaded our data from a .csv file and used Linear Regression in order to predict the number of patients that the hospital is expected to receive in future years. In Part 2 we improved the UI and created a bar … Read moreHow to Use Machine Learning to Show Predictions in Augmented Reality – Part 3

Web Class: An Introduction to Neural Networks

Transcript Part 1 Hello everybody. My name is Mohit Deshpande. And before we get into our main topic of neural networks, I first wanna talk a little bit about where they come from. In this video, I just wanna very briefly just go over kind of the inspiration for neurons, and this topic of neural … Read moreWeb Class: An Introduction to Neural Networks

How to Use Machine Learning to Show Predictions in Augmented Reality – Part 2

Part 1 Recap This tutorial is part of a multi-part series: in Part 1, we loaded our data from a .csv file and used Linear Regression in order to predict the number of patients that the hospital is expected to receive in future years. Introduction In this second part, we will focus our work on … Read moreHow to Use Machine Learning to Show Predictions in Augmented Reality – Part 2

How to Use Machine Learning to Show Predictions in Augmented Reality – Part 1

Introduction In this tutorial series, you’ll learn how to develop a project that integrates Machine Learning algorithms for predictions and Augmented Reality for data visualization. For this project we will use Unity 3D and EasyAR, we’ll build Machine Learning algorithms from the ground up in order to give you a better understanding of how Machine … Read moreHow to Use Machine Learning to Show Predictions in Augmented Reality – Part 1

Machine Learning Mini-Degree

Master Machine Learning with Python and Tensorflow. Craft Advanced Artificial Neural Networks and Build Your Cutting-Edge AI Portfolio. The Machine Learning Mini-Degree is an on-demand learning curriculum composed of 6 professional-grade courses geared towards teaching you how to solve real-world problems and build innovative projects using Machine Learning and Python. Learn and understand the fundamentals necessary to build the next … Read moreMachine Learning Mini-Degree

Tutorials on game, web and mobile app development