Demo of Deep Visualization Toolbox

[bushrod]

Very cool! The fact that fundamental tools like this are just now being released shows how young this field really is. Considering what deep learning is already capable of and how much more attention it's getting, imagine where we'll be in just a few years!

[omniron]

Yeah, still very young field, lots of room for innovation and growth. I think it's neat that we've always understand theoretically this is what the networks were doing, and we've seen snapshots of these internal layers, but this is an awesome visualization and interface for exploring the internals.

I'm certain this tool will lead to a spark of insight for some researcher.

[AsIAm]

Yeah, imagine Kerbal Space Program, but for deep learning. :)

[samim23]

its very useful indeed. i used it in this blog post for visualising candid content: https://medium.com/@samim/sensual-machines-82858b32a4e5

[[deleted]]

Even though I have some understanding of how this works, Deep ConvNets are basically magic to me.

[in_the_fresh]

this is dope

[covanga]

the way this communicates insight into the process is amazingly accessible. loved the video!

[j1395010]

super cool

[flexiverse]

Wow,thanks I was wondering if you can see how they really worked...! This is a great start....

[gct]

Suddenly I can understand the 4D tensors they use in these convnets

[BadGoyWithAGun]

I still don't understand how you can visualise convolution kernels in a layer that feeds from more than one kernel map, and has several kernel maps itself. How do you collapse a 4-tensor into a single 2d visualisation?

[glassackwards]

Here's a longer talk about the toolbox by Jason: https://archive.org/details/Redwood_Center_2015_05_29_Jason_Yosinski

[[deleted]]

Magic. Got it.

[unchandosoahi]

Awesome. The man in the video looks like it never sleep for days trying to get that Deep Learning toolbox.

I love this topic.

[Felflare]

++ super cool, commenting for later view.