From the course: Giving Computers Vision
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The instructor's background
From the course: Giving Computers Vision
The instructor's background
- [Host] For people that don't know you though, what is your background? How did you become a, you get your actual PhD in computer vision, - [Speaker] I did. - Right? How did that happen? Like was that a thing? Like where do you go to school for that? How does this work? - [Speaker] Yeah so, basically I started way back in 2001, actually before 2001, I was an undergrad around 1999 or so I was second year in, in undergrad, right. So I stayed back in my, at my university for a summer project. I was not sure what project I would do. I just stayed back and I thought that I'll hang around and talk to professors, et cetera. And so, I went to this guy who was building some, you know, a robot and some with a camera attached to it. So I went to him and I said, you know it looks like you're doing image processing. - [Host] Something cool. Yeah, something cool and I called it image processing, right? I said you're doing…
Contents
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A deep dive into computer vision from an industry leader1m 5s
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The instructor's background1m 7s
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What is computer vision?5m 46s
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What is OpenCV?4m 14s
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Evolution of computer vision2m 10s
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What is artificial intelligence?3m 57s
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The birth of machine learning2m 3s
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The birth of deep learning4m 19s
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What is machine learning?5m 22s
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What is unsupervised learning?3m 59s
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How to keep bias out of AI7m 12s
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The deep learning community5m 38s
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The evolution of deep learning5m 21s
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What is gait estimation?1m 50s
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What are the areas of computer vision?5m 4s
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What programming languages do you use in computer vision?2m 3s
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Why GPUs are better for machine learning2m 45s
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How algorithms optimize themselves7m 40s
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How big are algorithms?1m 26s
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How do you design neural networks?4m 51s
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What programming languages do you machine learning pros use?3m 24s
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Deployment methods for machine learning models5m 58s
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What are the different roles in machine learning?5m 33s
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Links for the instructor46s
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