Google needs your help building better video analysis algorithmsFebruary 17, 2017 - 13:57 AMT PanARMENIAN.Net - You probably haven't heard of YouTube-8M, but it's a big deal for anyone working in the field of machine learning. In short, it's a large database of labeled video content that programmers can use to test out their algorithms. On February 16, Google announced that YouTube-8M is getting a major update, with even more labels across more its videos, as well as audio elements, Engadget said. And the company is also aiming to make the dataset even better with a Kaggle competition, which will offer big bucks from a $100,000 prize pool to teams who build the best algorithms for tagging around 700,000 new videos (using the 8M dataset for training). "The dataset was created from over 7 million YouTube videos (450,000 hours of video) and includes video labels from a vocabulary of 4716 classes (3.4 labels/video on average," Google wrote on the competition page. "It also comes with pre-extracted audio & visual features from every second of video (3.2B feature vectors in total)." Google says it'll announce the winning teams at the YouTube-8M Workshop held during the IEEE Conference on Computer Vision and Pattern Recognition in July. With up to $30,000 awarded per team, there's a good chance Google will end up attracting some eager developers. The company is also offering some free Google Cloud credits to early participants, Engadget said. While the results of the competition won't directly affect consumers for a while, Google software engineer Paul Natsev notes that whatever they learn will be useful across many different types of videos. Hopefully, that could lead to better searching and content filtering down the line on YouTube, Engadget said. Top stories Yerevan will host the 2024 edition of the World Congress On Information Technology (WCIT). Rustam Badasyan said due to the lack of such regulation, the state budget is deprived of VAT revenues. Krisp’s smart noise suppression tech silences ambient sounds and isolates your voice for calls. Gurgen Khachatryan claimed that the "illegalities have been taking place in 2020." Partner news Most popular in the section | Armenia, Russia discuss life extension of Metsamor nuclear plant Issues regarding the extension of life of the 2nd power unit of the Armenian Nuclear Power Plant were discussed in Yerevan. Armenians stage more campaigns against territorial concessions to Azerbaijan Protesters blocked more roads across Armenia on Friday, April 26 in continuing attempts to scuttle territorial concessions to Azerbaijan. Czech-Armenian military cooperation discussed in Yerevan A delegation led by the Director General for the Industrial Cooperation Division of the Ministry of Defence of the Czech Republic visited Armenia. U.S. welcomes efforts to define Armenia-Azerbaijan border The United States welcomes efforts to define the border between Armenia and Azerbaijan, says Vedant Patel. |