Tag: video processing

  • Hacker News: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization

    Source URL: https://rccchoudhury.github.io/rlt/ Source: Hacker News Title: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel approach called Run-Length Tokenization (RLT) aimed at optimizing video transformers by eliminating redundant tokens. This content-aware method results in substantial speed improvements for training and…

  • Hacker News: Perceptually lossless (talking head) video compression at 22kbit/s

    Source URL: https://mlumiste.com/technical/liveportrait-compression/ Source: Hacker News Title: Perceptually lossless (talking head) video compression at 22kbit/s Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the recent advancements in the LivePortrait model for animating still images and its implications for video compression, particularly in the realm of deepfake technology. This innovation presents significant…

  • Hacker News: WebSockets cost us $1M on our AWS bill

    Source URL: https://www.recall.ai/post/how-websockets-cost-us-1m-on-our-aws-bill Source: Hacker News Title: WebSockets cost us $1M on our AWS bill Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an in-depth analysis of optimizing inter-process communication (IPC) in a cloud computing environment, particularly within AWS, leading to significant cost reduction. It highlights the inefficiencies of using WebSockets…