In recent years, thanks to the vigorous development of advanced learning technology, humanity “reading” has made encouraging progress in the field. For example, Google “Search Maps” and Facebook “face recognition” function, has brought great convenience to netizens. Now Clarifai a company is going to break again, this time with the help of advanced learning technology, achieving recognition for video files.
Company says software that they can quickly analyze video files, and identified more than 10,000 kinds of objects or scenes. In last week, a depth learning seminar Shang, Clarifai of joint founder and CEO Matthew Zeiler upload has a including contains Alps landscape of video file, next is witness miracle of moments: the software draws out has a article longitudinal time line, in different of location at logo out has different objects and scene appeared of time, for example it recognition out has “snow” and “mountain” respectively appeared and common appeared of time points. The software’s video viewing time of the detection time is shorter than a normal human, in this presentation, this 3.5 minute video recognition process took only 10 seconds.
Clarifai company plans to license this technology to create a set of services, such as help users pair advertising with online video to, or is to be a tool for organizing, editing video footage. Moschino S4 Case
Depth study benefit from a similar “neurons” process of building Web Analytics data, and instance data processing more depth of learning will become more powerful. It is worth mentioning that, New York research team at the University of technology of Clarifai company has made an enormous contribution, and Clarifai in 2013 at a high standard image-recognition software competition, won the first five good grades.
As the article says at the beginning, now deep learning most studies continue to be focused in the field of image recognition, not video. In fact last year Clarifai company has launched a still image recognition service, Dextro, another start-up firm launched its video service in late last December.
For the enthusiastic netizens, now the good news is that anyone can go to the Clarifai website, free upload video files for data analysis 10Mb. Now software can identify cars, trees and even people, but also the sensual atmosphere of the scene to be recognized, such as “happy”, or “reunion”.
Zeiler added extra, clever use of the software there are additional, “it can identify and infer what on which node in the video files suitable for advertising. “Simple explained that software can help video ads more accurately put, without large video content with itself” endearingly sense. ” He believes that, at a specific time for advertisers, advertising, no doubt has great appeal. For example, by using the Clarifai software, Starbucks will be advertised in the online soap opera heroines from the Cafe at the date of God mysteriously appear on the page.
In addition, Zeiler said the company also is trying to cooperate with a number of companies interested in using the technology. The functionality of the software is still evolving, is one of the two main directions: automatically summarizing video content as well as identify what happens in the video at a specific point in time for special events.
via technologyreview
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