Shypd.aiThe largest open index of AI toolsMovieChat is an AI Agents & Automation tool that enables long video understanding. It uses sparse memory to process videos with over 10,000 frames efficiently on a 24GB graphics card.
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MovieChat is an open-source AI tool designed for long video understanding, capable of processing videos with more than 10,000 frames while maintaining low GPU memory usage. Published at CVPR 2024, it introduces a novel approach from dense token to sparse memory, offering a significant advantage over other methods in terms of memory efficiency. The tool provides capabilities for video question answering, benchmark evaluation, and supports various video analysis tasks. It is available on GitHub and can be easily installed via pip, making it accessible for researchers and developers working with extensive video datasets. MovieChat also includes a MovieChat-1K benchmark for evaluating long video understanding models.
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