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Awesome GitHub RepositoriesComputer Vision Analytics
Algorithms and tools for extracting spatial or temporal data from visual inputs, such as object tracking and motion analysis.
Distinguishing note: Focuses on spatial analytics and object movement metrics, distinct from general image classification.
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Awesome Computer Vision Analytics GitHub Repositories
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- blakeblackshear/frigate
blakeblackshear/frigate
33,778Auf GitHub ansehenFrigate is a self-hosted network video recorder that functions as a private, local AI-powered vision engine. It manages video streams by performing real-time object detection, tracking, and classification directly on local hardware, ensuring that security monitoring and activity recording remain independent of cloud services. The system distinguishes itself through a modular, hardware-accelerated video pipeline that offloads intensive decoding and machine learning inference to dedicated GPUs, NPUs, or specialized accelerators like Coral TPUs and Hailo modules. It utilizes state-based object t
Frigate provides distance measurements between zone coordinates to calculate the speed of objects moving through a monitored area.
TypeScriptaicameragoogle-coral
