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

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

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