CNN: Convolutional Neural Networks Explained - Computerphile

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Years of work down the drain, the convolutional neural network is a step change in image classification accuracy. Image Analyst Dr Mike Pound explains what it does.

This video was filmed and edited by Sean Riley.

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I like the 'extensive' library of books he has on that shelf above and behind him

dickhamilton

convolutional neural networks is one of those things that really needs some visuals, i find that it is really hard to 'grok' when you get it explained in a book or via speech but once you get a visual example it's kind of hilariously simple and scaringly plausible

Intelligenz_Bestie

This guy made all that really easy to follow. I admire his ability to explain such complicated things. He's really good at identifying and skipping over the irrelevant stuff, and focusing on the core problem/solution.

Wardropulous

I guess the debate he mentions over whether neural networks will change everything, is settled now in 2024?

NardiPaffon

i love watching mike out of all the other ppl on this channel. this man just sounds right

shariarpapaon

Neat, I just did my bachelor thesis on convolutional neural networks. We built and trained a sign language interpreter that worked pretty well. I can affirm that neural networks are equal parts wisdom and witchcraft.

alcesmir

Not long ago, I read about a machine learning system that was able to classify planes, trees, and people in nearly live video, all without ever having any hard-coded feature sets. The math was way over my head (despite being a computer scientist, specialized areas can still stump me at times). Now I look back at it, and it was in fact a CNN being used! This was a few years ago now, but if they just started becoming popular in 2012, that makes sense.

Thank you for the higher-level explanation that allows me to understand it after all this time XD

IceMetalPunk

For years down the line and look where we are now!
What a time to be alive!

Gutagi

This is by far the best video I've watched on CNNs and I've watched 4 others. It really describes the back propagation and image compression to a single dimension.

badshabz

I could`t have explained it better, given the limitations of a youtube video. Well done computerphile!

dries

I don't know why, but Dr Mike explains things so nice and clear. Thanks!

overdrivegain

So happy for Frodo Baggins and his new career as AI teacher

WillNewton

Thank you Computerphile for the great videos you put up.

martindinov

Couldn't but to observe WPF C# book, nice to see another one specialised in these two things

chebkhaled

"...check whether the photo is of a bird."
"give me a research team and five years"

ninjamaster

Kudos to Mike, videos with him are always fun and well explained!

alpardal

My friend had some project with ANN. And I have some project with image analysis. I never knew both can be linked with this technique! This might help me in my research!
Thanks Sean, thanks Dr Mike!

luffyorama

Wow, interesting concept, nicely explained ... well done!

unvergebeneid

I love Mike's videos on image processing.. Keep em up!

gabetower

I just discovered this channel, saw a bunch viideos and didn't come across a single boring one.

bobiboulon

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