Animated AI

Nicely designed. Here is another visualizer for CNNs, from research at Georgia Tech:<p><a href="https:&#x2F;&#x2F;poloclub.github.io&#x2F;cnn-explainer&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;poloclub.github.io&#x2F;cnn-explainer&#x2F;</a><p>Another link to various visualization tools: <a href="https:&#x2F;&#x2F;github.com&#x2F;ashishpatel26&#x2F;Tools-to-Design-or-Visualize-Architecture-of-Neural-Network">https:&#x2F;&#x2F;github.com&#x2F;ashishpatel26&#x2F;Tools-to-Design-or-Visualiz...</a><p>Another one: <a href="https:&#x2F;&#x2F;playground.tensorflow.org&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;playground.tensorflow.org&#x2F;</a>

Great use of colors. Initially I thought these were AI made, and that those animations are examples.<p>But not being so really shows the effort put into this, these are great animations.<p>Thanks for sharing.<p>* And the videos on the YT channel are really worth watching.

This is a nice project, but please don&#x27;t hit people with 100+ mbs of gif images without a warning

Beautifully done. It reminds me of these wonderful 3D animated explainer videos <a href="https:&#x2F;&#x2F;www.youtube.com&#x2F;@animagraffs">https:&#x2F;&#x2F;www.youtube.com&#x2F;@animagraffs</a>.

I made my own animations once upon a time using manim, not as shiny but might be helpful too<p><a href="https:&#x2F;&#x2F;www.jerpint.io&#x2F;blog&#x2F;cnn-cheatsheet&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;www.jerpint.io&#x2F;blog&#x2F;cnn-cheatsheet&#x2F;</a>

I&#x27;m excited to see attention layers animated like this. I feel like I&#x27;m <i>this close</i> to grasping them.

For interactive articles on specific ai algorithms, checkout Amazon’s mlu-explain:<p><a href="https:&#x2F;&#x2F;mlu-explain.github.io&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;mlu-explain.github.io&#x2F;</a>

The later slices remind me of a gifted test I failed, because I rabbit holed on dividing the shapes...

These are great! Would love it if you had a section on RNNs &#x2F; Transformers. I’d even pay for it.

I&#x27;ve often wished the pandas documentation had animations like this. The groupby&#x2F;split-apply-combine pipeline could probably be explained in one 10-sec clip.

Ah, it&#x27;s the convolutions part. It&#x27;s a very nice visual demonstration.<p>I&#x27;ll subscribe on YT. Would be neat to see the other parts: attention and so on.

Very cool! Now Conv3D..<p>I always wonder how to present a realistic Conv3D, as with channels it is actually 4D, it is an interesting challenge.

Excellent visuals for ELI5 on complicated subjects. I especially like the use of different colors and 3D animations.

Love visualizations like this, bravo. There is a mental stickiness to animations like this for me personally.

These are sweet - does anyone know how these animations are being generated?

The author says in his videos images on web are wrong but then for the why says they are missing details mostly because they aren’t 3D. Isn’t that incomplete not wrong?

These are excellent! Can&#x27;t wait to share them with some art folks Ive been trying to explain AI processes to and I can&#x27;t wait to see more! Bravo :^)

Cool idea and I like the format. Transformer circuits and attention would be a cool thing too.

Congratulations. Great material, great site. Keep up the good work.

This is super good looking content i love also his youtube content.

Pixel Shuffle is so satifying :)

Very nice illustrations.

Shameless plug for a recent blog post of mine where I try to explain ML convolutions, <a href="https:&#x2F;&#x2F;jlebar.com&#x2F;2023&#x2F;9&#x2F;11&#x2F;convolutions.html" rel="nofollow noreferrer">https:&#x2F;&#x2F;jlebar.com&#x2F;2023&#x2F;9&#x2F;11&#x2F;convolutions.html</a>

Not very helpful to show blocks of only one color...

Hi there, I realize that this is dumbed down &quot;without the numbers&quot;. Is there a dumbed down &quot;without the numbers&quot; prerequisite I should look at? Thanks!

According to this page, scaling an image down is &quot;AI&quot;.

I can imagine kindergartens using legos to teach children &quot;And this is , children, how the multi-head attention works&quot;. Matrix algebra as used in AI is very good fit for geometric visualizations. But in the end , it doesn&#x27;t explain Why it works so good or so human-like. Valuable kindergarten lesson though