VideoPipe
Visit ToolVideoPipe is a cross-platform video structuring and analysis framework written in C++. It operates like a pipeline, making it easy to build various video analysis applications.
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VideoPipe is a cross-platform video structuring and analysis framework written in C++. It operates like a pipeline, making it easy to build various video analysis applications.
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About
VideoPipe is a cross-platform video structuring and analysis framework developed in C++. It is designed with minimal dependencies and an easy-to-use pipeline architecture, where independent nodes can be combined to create diverse video analysis applications. The framework supports various tasks including object detection, image classification, feature extraction, and behavior analysis, similar to NVIDIA's DeepStream and Huawei's mxVision but with greater portability and ease of use. It integrates with different inference backends like OpenCV::DNN, TensorRT, PaddleInference, and ONNXRuntime, and now supports Multimodal Large Language Model (mLLM) integration. VideoPipe is ideal for scenarios such as video structuring, image search, face recognition, and traffic/security behavior analysis.
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Open Source
Free
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