Show HN: Sentinel Core – Open-source AI video search and detection engine (github.com)

Sentinel Core, developed by AB Group, has been announced as an open-source foundational layer for a high-performance AI video search and detection engine. Serving as the backbone of the broader Sentinel platform, it is engineered for environments demanding reliability and low-latency processing, making it a significant resource for the AI/ML community. The modular design consists of ingestion, detection, and intelligence components that facilitate multi-protocol stream handling and AI model inference, such as YOLO and CLIP. The framework aims to enhance autonomous situational awareness by turning raw video data into actionable insights. Notably, it includes a customizable detector architecture allowing developers to easily implement their own detection algorithms. The ongoing development focuses on refining core schemas and AI abstraction interfaces while improving stream acquisition and buffer management. As Sentinel Core evolves, it signifies a crucial step toward sophisticated surveillance solutions that prioritize real-time decision-making, ultimately advancing the intersection of AI and video intelligence.