From the course: Giving Computers Vision
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What are the areas of computer vision?
From the course: Giving Computers Vision
What are the areas of computer vision?
- [Interviewer] So what other areas are there, besides those four we laid out? Are there other kind of general broad categories in computer vision that people should learn? Or, I mean it sounds like those three there are the big ones. - [Interviewee] Those three are computer vision related to, so computer vision and machine learning have this overlap, right, that a lot of computer vision problems can be solved using machine learning, but there are many other computer vision problems that may not require machine learning at all. For example, if you want to build panoramas, you could just take pictures and stitch the images together, that's still computer vision, but it is not, but it doesn't, it's using the geometry of the scene, right, to stitch the images together, it's not using machine learning. It doesn't need to know, it's not trained- - [Interviewer] It can just analyze what the image has and connect the dots…
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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