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: 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

A Guide to Improving Deep Learning’s Performance

Although deep learning has great potential to produce fantastic results, we can’t simply leave everything to the learning algorithm! In other words, we can’t treat the model as some black-box, closed entity that can read our minds and perform the best! We have to be involved in the training and design process to make sure … Read moreA Guide to Improving Deep Learning’s Performance

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