Deep Dream Visualization Clip

This is a video of Google Brain‘s Deep Dream computer vision as it attempts to recognize shapes within the input video.  The output video (shown) is really quite interesting to watch.  If you want to know how Deep Dream do what it do, click here for a general overview on how it works; very fascinating. 


Runtime: 5:36


This video can also be found here.

Video Info:

Published on Jul 7, 2015

A journey through all the layers of an artificial neural network.

This video is made using a visualization technique applied to a neural network trained to recognize a broad range of images. Each frame is recursively fed back to the network starting with a frame of random noise. Every 100 frames (4 seconds) the next layer is targeted until the lowest layer is reached.

Based on the work by Google researchers Alexander Mordvintsev, Christopher Olah and Mike Tyka. See googleresearch.blogspot.it/2015/07/deepdream-code-example-for-visualizing.html for more information.”
~Johan Nordberg, original video creator.

Original video by Johan Nordberg here. https://vimeo.com/132700334

special thanks to Ektoplazm for inspiration
Music: Journey on the Sunset by Sam’adhi on the Low Tide VA
http://www.ektoplazm.com/free-music/l…

How Google’s Deep Dream Works

The following video is a general description of how Google’s Deep Dream computer vision (image recognition) works.  Deep Dream uses a convolutional neural network to look for patterns in an image or video based on large sets of images previously analyzed for defining characteristics.  The beauty of Deep Dream is that it can modify images to accent fragments within the image to more closely resemble the aspects from images it has previously evaluated.  The effects of such augmentation can be quite striking; creating strange, almost psychedelic, results.


Runtime: 13:42


This video can also be found here.

Video Info:

Published on Aug 26, 2016

Surreal images created by Google’s Deep Dream code flooded the internet in 2015 but how does deep dream do it? Image analyst Dr Mike Pound.

Inside a Neural Network: https://youtu.be/BFdMrDOx_CM
Cookie Stealing: https://youtu.be/T1QEs3mdJoc
FPS & Digital Video: https://youtu.be/yniSnYtkrwQ
Password Cracking: https://youtu.be/7U-RbOKanYs
Gamer’s Paradise: https://youtu.be/HZzdXR0bV8o

Images seen/manipulated in this video: https://drive.google.com/open?id=0Bwd…

http://www.facebook.com/computerphile
https://twitter.com/computer_phile

This video was filmed and edited by Sean Riley.

Computer Science at the University of Nottingham: http://bit.ly/nottscomputer

Computerphile is a sister project to Brady Haran’s Numberphile. More at http://www.bradyharan.com

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AI Births New AI

This short video from producer Dagogo Altraide (found on the the ColdFusion YouTube channel) discusses a Google Brain AI (artificial intelligence) which created it’s own AI offspring that “performs better than anything else in it’s feild” according to the video (this particular field is computer vision).  Google uses an approach called automatic machine learning (or AutoML) to recursively generate new architectures and give feedback to the controller neural net.  The “parent” neural net is called AutoML and the “child” neural net is called NASNet.  NASNet is a real time image recognition AI.  NASNet performed with more accuracy and efficiency than any AI of it’s kind created by humans.


Runtime: 5:52


This video can also be found here.

Video Info:

Published on Jan 15, 2018

Subscribe here: https://goo.gl/9FS8uF
Check out the previous episode: https://www.youtube.com/watch?v=cDxi6…

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CF Bitcoin address: 13SjyCXPB9o3iN4LitYQ2wYKeqYTShPub8

In this video we talk about Auto ML by Google brain. Auto ML is one of the first successful automated AI projects.

Hi, welcome to ColdFusion (formerly known as ColdfusTion).
Experience the cutting edge of the world around us in a fun relaxed atmosphere.

Sources:

http://automl.info

http://www.ml4aad.org/automl/

https://futurism.com/google-artificia…

https://futurism.com/googles-new-ai-i…

https://research.googleblog.com/2017/…

https://www.youtube.com/watch?v=92-Do…

http://research.nvidia.com/publicatio…

//Soundtrack//

0:00 Tchami – After Life (Feat. Stacy Barthe)

0:40 Delectatio – Everything Is A Dream

1:45 Ricky Eat Acid – A Smoothie Robot For My Moon Mansion

3:37 Catching Flies – The Long Journey Home

4:40 Gryffin – Heading Home (feat. Josef Salvat)

5:18 Faux Tales – Weightless (feat. Luke Cusato)

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» http://www.soundcloud.com/burnwater
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» Collection of music used in videos: https://www.youtube.com/watch?v=YOrJJ…

Producer: Dagogo Altraide

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