![]() ![]() Alphabet’s DeepMind adapted a machine learning algorithm originally developed to play board games to the problem of compressing YouTube videos, leading to a 4% reduction in the amount of data the video-sharing service needs to stream to users. “Hence, we decided to fuse machine learning and AI and compression technology to develop a fundamentally new way of compression data getting significantly better image and video compression ratios.”ĭeep Render isn’t the first to apply AI to video compression. “We thought to ourselves, if the internet pipes are difficult to extend, the only thing we can do is make the data that flows through the pipes smaller,” Besenbruch said. In the roughly two years since then, Deep Render has raised an additional several million dollars from existing investors, bringing its total raised to $5.7 million. The last time TechCrunch covered Deep Render, the startup had just closed a £1.6 million seed round ($1.81 million) led by Pentech Ventures with participation from Speedinvest. He and Zafar collaborated on a research project involving distributing terabytes of video across a network, during which they say they experienced the shortcomings of compression technology firsthand. At the time, Besenbruch was studying computer science and machine learning. Seeking a better way, Besenbruch co-founded Deep Render with Arsalan Zafar, whom he met at Imperial College London. “In the compression industry, there is a significant challenge of finding a new way forward and searching for new innovations.” “The codec development process is broken,” Besenbruch said in an interview with TechCrunch ahead of Disrupt, where Deep Render is participating in the Disrupt Battlefield 200. He thinks they aren’t advancing quickly enough, bemoans the fact that they’re plagued with legal uncertainty and decries their reliance on specialized hardware for acceleration. The wordlists for the app’s lessons are derived from these materials, and ranked from common to uncommon.Chri Besenbruch, CEO of Deep Render, sees many problems with the way video compression standards are developed today.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |