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/sci/ - Science & Math

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12390356 No.12390356 [Reply] [Original]

What are good books for deep learning and computer vision? I signed up for an intro to computer vision course and I was wondering how difficult it is. I'm currently a 3rd year EE.

>> No.12390370
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12390370

Computer vision is broad - I can recommend some books since I work in the field, but maybe you have something more specific in mind.
One popular mathematically minded text is "Multiple View Geometry in Computer Vision" by Hartley and Zisserman.
There's also standard CS degree texts on image processing (another understanding of what you can learn about images)
Deep Learning by Ian Goodfellow at all is a popular tome in ML, also used for CV purposes.
There's a short book by Nelson (physicist) which implements some basic python and I at one point toyed around implementing a python network that recognizes the NIST database digit images
see
https://youtu.be/QrJ9LyA-Z-U
https://youtu.be/z2aq21lMw40

>> No.12390721

>>12390370
>short book by Nelson (physicist)
do you happen to know the book name or the full name of the author? couldn't find anything seemingly related from a search

>> No.12391715

>>12390370
When does differential geometry and physics intersect Computer Vision? I'm interested in researching those areas.

>> No.12392400

Does anyone here have an opinion on working in AI as a physicist? I'm thinking on heading towards that for my tesis.

How's the landscape of opportunities for work?