1 repo
Awesome GitHub RepositoriesVideo Analytics Pipelines
Systems that process video streams through machine learning models for object detection and event analysis.
Distinguishing note: Focuses on real-time video inference and processing rather than generic machine learning frameworks.
Explore 1 awesome GitHub repository matching artificial intelligence & ml · Video Analytics Pipelines. Refine with filters or upvote what's useful.
Awesome Video Analytics Pipelines GitHub Repositories
Find the best repos with AI.We'll search the best matching repositories with AI.
- blakeblackshear/frigate
blakeblackshear/frigate
30,344View on GitHubFrigate 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
Decodes video frames and performs machine learning inference to detect objects and manage searchable activity history.
TypeScriptaicameragoogle-coral
