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ExtraTorrent.cc > Articles > Google Will Improve Machine Vision

Google Will Improve Machine Vision

Google Will Improve Machine Vision

Added: Saturday, July 27th, 2013
Category: Bit Torrent Freedom > The Industries Of Records, Gaming, Software, Movies
Tags:ET, p2p, Torrent, Piracy, Peer To Peer, Network, Hackers, Internet, BitTorrent, Google, utorrent, bitcomet, extratorrent, www.extrattorrent.com, 2013
Google engineers have developed a machine vision technique able to bring high power visual recognition to ordinary desktop and even mobile computers. It is claimed that the system is able to recognize 100,000 object types within a picture in a few minutes.

google-glasses-of-the-future.jpeg.jpg


The tech giant seems to have improved the fairly standard method of applying convolutional filters to a photo to pick out objects of interest. This appeared tricky, as the filters must need a sample of at least one per object type, i.e. if you are scanning Facebook for cats you will need a filter which identifies cats. In other words, the technique is limited to a small number of categories, or you will need a huge database.

A report, penned by Mark Segal, Tom Dean, Mark Ruzon, Jonathon Shlens, Sudheendra Vijayanarasimhan and Jay Yagnik, describes the method which is able to speed things up by using hashing. The matter is that locality sensitive hashing looks up the results of each step and instead of applying a mask to the pixels and summing the result, it hashes the pixels and then uses them as a lookup in a table of results. In addition, they also use a rank ordering method indicating which filter is the best match for further evaluation.

The experts point out that the change to the basic algorithm has resulted in a speed up of almost 20,000 times faster. With 100,000 object detectors that require more than a million filters to be applied to multiple resolution scalings of the target image, the set up could recognize an object in less than twenty seconds. It should be noted that the hardware used was a single multi-core machine with 20GB of RAM.


By:
SaM
July 27th,2013


Posted by: 
SaM

Date:  Saturday, July 27th, 2013



Comments (5) (please add your comment »)

1
posted by Site FriendET junkieET loverSupermanimmortal (2013-07-29 13:23:17)
jj avatarand Skynet begins...

2
posted by (2013-07-29 15:47:55)
hubsabubs avatar#1 Skynet begins? Skynets been in the works for the past 3 decades my man...

3
posted by (2013-07-29 22:01:41)
Darkan9el avatarand there is a company called Cyberdene. One thing is for sure... I'll be back!

4
posted by Blocked (2013-07-30 18:06:15)
No avatarmean liek this http://www.huffingtonpost.com/2013/07/24/google-glass-porn_n_3644321.html

5
posted by (2013-07-30 22:26:45)
Darkan9el avatartaker, that was so funny, you made my day, proper belly laugh and tears lol!



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