Jan 21, 2025 · ByteDance †Corresponding author This work presents Video Depth Anything based on Depth Anything V2, which can be applied to arbitrarily long videos without compromising quality, consistency, or generalization ability. Compared with other diffusion-based models, it enjoys faster inference speed, fewer parameters, and higher consistent depth Feb 23, 2025 · Video-R1 significantly outperforms previous models across most benchmarks. Notably, on VSI-Bench, which focuses on spatial reasoning in videos, Video-R1-7B achieves a new state-of-the-art accuracy of 35.8%, surpassing GPT-4o, a proprietary model, while using only 32 frames and 7B parameters. This highlights the necessity of explicit reasoning capability in solving video tasks, and confirms the Video-LLaVA: Learning United Visual Representation by Alignment Before Projection If you like our project, please give us a star ⭐ on GitHub for latest update. 💡 I also have other video-language projects that may interest you . Open-Sora Plan: Open-Source Large Video Generation Model Check the YouTube video’s resolution and the recommended speed needed to play the video. The table below shows the approximate speeds recommended to play each video resolution. We introduce Video-MME, the first-ever full-spectrum, M ulti- M odal E valuation benchmark of MLLMs in Video analysis. It is designed to comprehensively assess the capabilities of MLLMs in processing video data, covering a wide range of visual domains, temporal durations, and data modalities. Feb 25, 2025 · Wan: Open and Advanced Large-Scale Video Generative Models In this repository, we present Wan2.1, a comprehensive and open suite of video foundation models that pushes the boundaries of video generation. Wan2.1 offers these key features: Video Overviews, including voices and visuals, are AI-generated and may contain inaccuracies or audio glitches. NotebookLM may take a while to generate the Video Overview, feel free to come back to your

notebook later. A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018. - k4yt3x/video2x Jun 3, 2024 · Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding This is the repo for the Video-LLaMA project, which is working on empowering large language models with video and audio understanding capabilities. Introduced a novel taxonomy for Vid-LLMs based on video representation and LLM functionality. Added a Preliminary chapter, reclassifying video understanding tasks from the perspectives of granularity and language involvement, and enhanced the LLM Background section. I like this video. 262 likes.  The killing of Iryna Zarutska occurred on August 22, 2025, at the East/West Boulevard light rail station on the Lynx Blue Line in Charlotte, North Carolina, United States. Iryna Zarutska 1.  Video Player is loading. This video is only available to Rumble Premium subscribers.  News Iryna Zarutska Decarlos Brown. The video shows that some of the bystanders did try to provide assistance, but there was nothing they could do. TikTok video from RobotMusk (@robotmusk): “#23-Year-Old Iryna Zarutska Brutally Killed on Train”. Video cover. Видеозаписи Анна Иванова. 1 видео. Убийство Ирины Заруцкой чернокожим бездомным в поезде в Америке (Полное видео) \ Fatal stabbing of Iryna Zarutska on a train. 7:13. О сервисе Прессе Авторские права Связаться с нами Авторам Рекламодателям Journalist Collin Rugg said the video "shows Ukrainian refugee Iryna Zarutska looking up in horror, trying to process what had just happened to her after being stabbed. "Zarutska was seen putting her face in her hands as she bled out. Shocking footage has emerged showing the brutal murder of Ukrainian refugee Iryna Zarutska in the Charlotte Metro. The video,

compiled from multiple synchronized camera angles, captures the horrifying sequence of events leading up to Zarutska’s death. The footage shows the suspect, identified as Decarlos Brown Jr., 35, rising from his seat behind Zarutska New video reveals Iryna Zarutska was murdered in minutes on a Charlotte train on August 22. The footage provides crucial evidence for the ongoing investigation. Action. Cancel. Share Video Link.  Click to copy, then add into your webpages so users can view and engage with this video from your site. Instagram/ Iryna Zarutska. The video comes as Zarutska’s uncle spoke of his grief at his niece’s death and the pain of seeing the video of her brutal death. Video still of a young couple embracing in an elevator. Video (EXTREMELY GRAPHIC): Here’s the part of the Iryna Zarutska murder video they didn’t show. She didn’t die quickly. "The video of the heartbreaking attack that took Iryna Zarutska’s life is now public," Charlotte, NC, Mayor Vi Lyles wrote on X. The video was also released by CATS light rail to WCNC-TV.