The major advancements in Deep Learning in 2016

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keghn

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The major advancements in Deep Learning in 2016
« on: December 07, 2016, 09:54:33 pm »
The major advancements in Deep Learning in 2016:   

https://tryolabs.com/blog/2016/12/06/major-advancements-deep-learning-2016/?s

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Freddy

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Re: The major advancements in Deep Learning in 2016
« Reply #1 on: December 07, 2016, 10:44:02 pm »
Very interesting and well written article, thanks.  O0

I liked the text to image part particularly and will have to do some research on that. I'm attaching a bigger image of that because you can't see it very well in that article. You can see that they are not quite real, but do give an impression. Could be useful even as it is - I'm thinking chat apps...

"I saw this brown bird with yellow breast, flecks of yellow and a thin bill"...computer draws picture..."Oh yeah that's a Yellow Hammer".

Even more useful if you could continue to add detail through further description.

The NLP section too as I am working on some of my own ideas in that. Nothing new really, but tagging and chunking is part of it. I'm still having fun with what can be done with pattern matching and self scripting bots.

Super resolution is something I've seen coming to the market already. I get a lot of things about graphics in my mail box. That bit about CSI was amusing as I've had to tell my Dad a couple of times that when I enlarge images it's not like on TV. :)

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LOCKSUIT

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Re: The major advancements in Deep Learning in 2016
« Reply #2 on: December 08, 2016, 12:18:28 pm »
Woh those birds are fake too...............shiz mr AI you got me there

Adding Super Resolution to my AI Abilities list. Yet another reason they will bring heaven fast.

Gans lol. Ganon maybe? Cool name. Nothing I see I need here that my all-in-one doesn't do.

Lots of stuff I see in the article and one linked from it. I'll have to check if other pages have anything I don't.

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Freddy

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Re: The major advancements in Deep Learning in 2016
« Reply #3 on: December 08, 2016, 03:44:20 pm »
I thought you said you already had everything Locksuit ;)

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LOCKSUIT

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Re: The major advancements in Deep Learning in 2016
« Reply #4 on: December 08, 2016, 04:28:32 pm »
Nope. The text note in the center of my desktop (my public database) is called The Everything and attempts to explain at the top that it is only explaining/listing the most important knowledge in itself. So - not all, just the important best stuff, and not that I have all of thaaaat yet. And that's my ethnic background :)

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Freddy

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Re: The major advancements in Deep Learning in 2016
« Reply #5 on: December 08, 2016, 04:32:07 pm »
Ahh gotcha  O0

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Art

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Re: The major advancements in Deep Learning in 2016
« Reply #6 on: December 09, 2016, 02:04:35 am »
SO I guess that means that you'll (or your computer) will Never stop gathering, scanning, listening, logging and cataloging all the information contained on (or in) the Internet!?
And do not forget the OuterNet, DarkNet and DeepNet, not to be confused with FishNet. They have vast sources of data waiting to be tapped. It kinda looks like you're going to be needing some bigger hard drives soon!

Just saying.... ;)
In the world of AI, it's the thought that counts!

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LOCKSUIT

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Re: The major advancements in Deep Learning in 2016
« Reply #7 on: December 13, 2016, 09:24:19 pm »
Heh heh

I gravely apologize for saying I "had GANS". What I meant was I have something they use (but better and more dynamic). While when I wrote that I was aware of their generativeness for senses instead of actions. I actually have thought about generating senses instead of actions a while ago possibly 3 quarters of a year ago.

Also there's a link to this pdf that shows faces at the bottom changing side and gender and bedrooms in the center of the pdf changing plus a object ex. tv morphing into a window!!!!!!!!!!!!!!!!
https://arxiv.org/pdf/1511.06434v2.pdf
« Last Edit: December 13, 2016, 09:45:33 pm by LOCKSUIT »

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LOCKSUIT

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Re: The major advancements in Deep Learning in 2016
« Reply #8 on: December 19, 2016, 08:18:52 pm »
VISUALIZING GANS (note this is my take on them + add-ons)

PRE-SKETCH
http://advancessss.deviantart.com/art/Gan-652144398?ga_submit_new=10%253A1482177701

NEXT ORGANIZATION
http://advancessss.deviantart.com/art/Gan2-652144421?ga_submit_new=10%253A1482177707

Please correct me on anything you can about the GANS.

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