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VideoPainter is a deep learning-based editing tool that allows for automated video content modification using simple prompts. It's particularly well-suited for long-form video editing. Imagine watching a great video, only to find a detail you'd like to change. Previously, you might have had to painstakingly adjust each frame or even reshoot the entire segment. Now, with VideoPainter, you simply input a short prompt, and the system...

Traditional video understanding models face numerous challenges when processing long videos, including the complexities of understanding the extended context. Although considerable research has been conducted to enhance video understanding capabilities, effectively overcoming the issues of low training and inference efficiency remains difficult. To address these challenges, the research team utilized HiCo technology to compress redundant parts of video information, significantly reducing computational demands while retaining key information. Specifically, HiCo achieves hierarchical compression of the video by segmenting long videos into shorter clips, thereby reducing processing time.

The Beijing ZhiYuan Artificial Intelligence Research Institute, in collaboration with Shanghai Jiao Tong University, Renmin University of China, Peking University, and Beijing University of Posts and Telecommunications, has launched an ultra-long video understanding model named Video-XL. This model is an important demonstration of the core capabilities of multimodal large models and a key step towards General Artificial Intelligence (AGI). Compared to existing multimodal large models, Video-XL shows superior performance and efficiency in processing long videos exceeding 10 minutes.

Recently, the Meta AI team introduced LongVU, a novel spatio-temporal adaptive compression mechanism aimed at enhancing the language understanding capabilities of long videos. Traditional multimodal large language models (MLLMs) face limitations in context length when processing long videos, and LongVU was created to address this challenge. LongVU operates primarily by filtering duplicate frames and employing inter-frame token compression techniques to efficiently utilize context length, allowing it to reduce video data while preserving visual details.

In today's rapidly advancing field of artificial intelligence, a multi-modal large language model named ORYX is quietly transforming our understanding of AI's ability to perceive the visual world. This AI system, developed collaboratively by researchers from Tsinghua University, Tencent, and Nanyang Technological University, is regarded as the 'Transformers' of visual processing. ORYX, short for Oryx Multi-Modal Large Language Models, is an AI model specifically designed for processing images, videos, and 3D scene time-space understanding.

Note: Video sourced from the Goldfish official website project.In the field of video understanding, traditional AI models often struggle with videos of longer durations, such as several hours or more. This is primarily due to the challenges these models face with "noise and redundancy" and "memory and computational" constraints when dealing with lengthy videos. Now, a new technology called Goldfish has changed this landscape.Product Entry: https://top.aibase.com/tool/goldfishGoldfish is a method

Recently, Zhihua, Tsinghua University, and Peking University collaborated to launch a long video understanding benchmark project called LVBench. While existing multimodal large language models have made significant progress in understanding short videos, they still face challenges when dealing with long videos that can last for hours. LVBench was created to fill this gap.

Clipfly is Fotor's one-stop AI long video platform, integrating various AI video generation, enhancement, and editing features to assist users throughout the entire video production process. The design philosophy of Clipfly is to simplify the video production workflow, allowing users to generate image frames based on prompts and convert them into video clips, ultimately producing a complete video. Clipfly combines open-source models such as Stable Diffusion to enhance the quality of video clips and meet the needs of creators. After six months of development, Clipfly...

Gong Yu, the founder and CEO of iQIYI, emphasized at the Enjoyment Conference that the future development of iQIYI relies on content and technological innovation. With the popularization of AIGC and technological advancements, the long video industry may be disrupted within 3 to 5 years. iQIYI focuses on high-quality and diverse content creation. AI technology will be widely applied in future film and television production, enhancing production efficiency and viewer experience. iQIYI aims to bring more wisdom and joy to audiences through AI technology.