The researchers used deep-learning techniques to produce emoji labels for videos that seem to appropriately represent what's in them (a baseball or a dog, for instance) and to determine how likely it is that those things are in a given frame. About one out of every 50 frames was analyzed, Cappallo says, and the emojis chosen to represent those are averaged to get one short emoji list, ordered in decreasing confidence, for that particular video.
Researchers hope this technology could be used for bridging language gaps.
It still obviously needs some work. A quick search using the eggplant emoji gives you this video on how to make an eggplant sandwich.
Because we all know what the eggplant really means.
When a proud mother uploaded a short video of her baby dancing to YouTube in 2007, she probably didn't expect it to become a lightning rod for copyright law.
Stephanie Lenz's children were just jamming out to Prince, a harmless representation of proud motherhood. Universal Music Group saw it as something different — using their music without paying for the rights.
The Prince song "Let's Go Crazy" was playing on a stereo in the background of the short clip. Universal Music Group sent YouTube a notice under the Digital Millennium Copyright Act (DMCA), claiming that the family video infringed the copyright in Prince's song. EFF sued Universal on Lenz's behalf, arguing that Universal abused the DMCA by improperly targeting a lawful fair use.
Today, the United States Court of Appeals for the Ninth Circuit ruled that copyright holders like Universal must consider fair use before trying to remove content from the Internet. It also rejected Universal's claim that a victim of takedown abuse cannot vindicate her rights if she cannot show actual monetary loss.
Basically the Ninth Circuit court told copyright holders to slow their roll with all of the cease and desist notices that have plagued YouTube videos. The opinion states reminds these hyper lawyers that there is a legal doctrine called 'fair use' which allows the usage of copyrighted material without paying for the license for things like research, teaching, news reporting and sharing a video of your cute kids dancing to a song.
TL;DR A high court told copyright lawyers to calm down.
Twitch has dominated the new market of video game streaming and now YouTube wants a cut of the action.
As they announced at the beginning of the summer, YouTube has planned to launch YouTube Gaming, a separate site dedicated to streaming, watching and chatting about video games. On Aug. 26, they began a slow release of the new platform.
Getting started is a simple process of navigating your browser over to gaming.youtube.com and following the steps in a setup process (that includes phone verification). You'll need to set up encoding software, fill out the necessary info for your stream and tick off any optional features. There's a checklist right there on the setup page, but Google also put together a more involved guide to getting set up.
YouTube Gaming supports streaming from PlayStation 4, Wii U and Xbox One consoles, provided you've got a capture device sending video from the console to your computer. Google specifically calls out Elgato's HD60 as a YouTube Live Verified device, but there's a good chance that other game capture solutions work as well. If you've got one, try it out before you run out and buy something new.
Apparently, mobile apps for Android and iOS are also around the corner so you can watch your gaming of the go.
For our current stats, we have 1.5 million broadcasters (11K Partnered channels), 100 million viewers per month who watch 106 minutes per person per day on average, and 38 million installs of our mobile app with 4.7 billion minutes watched across 10.3 million unique devices.
In case you missed any of it... here is the entire year crammed in 6.5 minutes!
In the 2014 edition of its annual video mashup of the year's top memes and memorable moments, YouTube brought together over 100 creators and enlisted the help of DJ Earworm for the soundtrack.
"Wired" has a good piece explaining the background on these Rewind videos and how this most recent one was created. There's also a behind the scenes video of the process, which kicked off back in July.
YouTube also released a list of the top trending videos of the year, with "Spider Dog" winning 2014, and the super viral catcalling video rounding out the top 10.