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Using a pasta machine to send a photo through creates pixelated, simplified versions of the image. This is a great way to illustrate how Convolutional Neural Networks (CNNs) work. Each pass through the machine represents a layer in a CNN, where images are processed step by step. In CNNs,...

97,202 Aufrufe • vor 1 Jahr •via X (Twitter)

11 Kommentare

Profilbild von Isaac
Isaacvor 1 Jahr

@BrianRoemmele Brilliant analogy! The pasta machine's compression mirrors how CNNs use convolution filters, first described by Fukushima's Neocognitron (1980). Each 'layer' extracts increasingly abstract features, just as repeated passes create simpler image representations.

Profilbild von Rainmaker
Rainmakervor 2 Jahren

Here I share an XGBoost model that delivers a 25% CAGR with minimal drawdown on Visa stock. In this free Substack post I share code and commentary for a powerful Machine Learning strategy that delivers powerful returns.

Profilbild von TBOF
TBOFvor 1 Jahr

Now you’ve got my brain thinking what it would look like for my body to pass through a machine like this. That’s how teleportation theorhetically works, right?

Profilbild von Just John
Just Johnvor 1 Jahr

That's a weird degenerate and flawed man-made simulacrum of DNA transcription

Profilbild von devnulll
devnulllvor 1 Jahr

Great illustration, indeed. Isn't it also how our brain sees images. It mixes the image from each eye, using a similar vertical grid, 24 times a second! I think is the reason we use grids for web designs and brochures and such.

Profilbild von Nobody Special
Nobody Specialvor 1 Jahr

He was a very good boy.

Profilbild von Kyle_Does_Tile
Kyle_Does_Tilevor 1 Jahr

Super simple but it kinda blew my mind

Profilbild von CJ Wolf 🐺
CJ Wolf 🐺vor 1 Jahr

They should rebrand CNNs

Profilbild von Gator Stephens the Pilot of the 4 Winds
Gator Stephens the Pilot of the 4 Windsvor 1 Jahr

I have a feeling this is where the holographic angle comes in, no? And could we say that the way we encode and store memory is similar in that as the layers identify specifics we remember when and where and how we felt and the relationships each new stimulus impresses on us as we form a memory. ??

Profilbild von Abe
Abevor 1 Jahr

Fourier filters!

Profilbild von Gator Stephens the Pilot of the 4 Winds
Gator Stephens the Pilot of the 4 Windsvor 1 Jahr

So the stimulus comes in and then we encode the whole thing in many places and in each place the memory is encoded to certain level respective to that areas ability and utility?

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