From the course: Giving Computers Vision
Unlock this course with a free trial
Join today to access over 23,200 courses taught by industry experts.
What is computer vision?
From the course: Giving Computers Vision
What is computer vision?
- [Interviewee] He says that look, image processing is image in and image out. You have either made the image better, de-noised it, you may have compressed the image, but it is essentially image in and image out, right? There is no information that you are getting out of the image. But in case of computer vision, you get image in or video frames in, and information out, right? So that's the difference between computer vision and image processing. - [Interviewer] So, and computer vision is a field of artificial intelligence. It falls kind of under the umbrella of that, right? - [Interviewee] Yeah, so, I mean, when you think about artificial intelligence, it is this nebulous term people use and it just means that we are trying to make machines as smart as humans, right? Think like humans. So, that is artificial intelligence, but doesn't tell you how you accomplish that, right? And there are several sub-fields of…
Contents
-
-
A deep dive into computer vision from an industry leader1m 5s
-
(Locked)
The instructor's background1m 7s
-
(Locked)
What is computer vision?5m 46s
-
(Locked)
What is OpenCV?4m 14s
-
(Locked)
Evolution of computer vision2m 10s
-
(Locked)
What is artificial intelligence?3m 57s
-
(Locked)
The birth of machine learning2m 3s
-
(Locked)
The birth of deep learning4m 19s
-
What is machine learning?5m 22s
-
(Locked)
What is unsupervised learning?3m 59s
-
(Locked)
How to keep bias out of AI7m 12s
-
(Locked)
The deep learning community5m 38s
-
The evolution of deep learning5m 21s
-
(Locked)
What is gait estimation?1m 50s
-
(Locked)
What are the areas of computer vision?5m 4s
-
(Locked)
What programming languages do you use in computer vision?2m 3s
-
(Locked)
Why GPUs are better for machine learning2m 45s
-
(Locked)
How algorithms optimize themselves7m 40s
-
(Locked)
How big are algorithms?1m 26s
-
(Locked)
How do you design neural networks?4m 51s
-
(Locked)
What programming languages do you machine learning pros use?3m 24s
-
(Locked)
Deployment methods for machine learning models5m 58s
-
(Locked)
What are the different roles in machine learning?5m 33s
-
(Locked)
Links for the instructor46s
-