A CPU based video summarization and classification tool. Extracts every movement out of a given video, aggregates the extracted changes into movement layers, which can be exported or further analysed and classified..
A video summarization system that takes video as an input and outputs unique frames along with their captions.
Video Synopsis: Intelligent Video Object Summarization using Florence/OWL-ViT and SAM. It uses OWL-ViT or Florence 2 for object detection, SAM for segmentation, and a custom video synopsis algorithm to produce optimized outputs.
This repository provides a comprehensive toolkit designed for efficient video processing and analysis, specifically tailored for surveillance applications. The toolkit includes features such as background generation, object detection, video synopsis, and more, making it ideal for research, security, and monitoring projects.
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