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AI is Watching Me on CCTV! But I Guess I'm Safer...
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Manage episode 446419042 series 3605861
เนื้อหาจัดทำโดย Brian Carter เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Brian Carter หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
This research paper presents the development and evaluation of an AI-driven Smart Video Solution (SVS) designed to enhance community safety. The SVS utilizes existing CCTV infrastructure and leverages recent advancements in AI for anomaly detection, leveraging pose-based data to ensure privacy. The system provides real-time alerts to stakeholders through a cloud-based infrastructure and mobile app, utilizing various data visualization techniques such as occupancy indicators, statistical anomaly detection, bird's eye view, and heatmaps. The paper includes a comprehensive real-world evaluation of the SVS, implemented in a community college setting, demonstrating its effectiveness, scalability, and privacy-preserving capabilities. The evaluation also examines the system's performance under increasing workloads and crowd densities, highlighting the impact of these factors on latency and throughput.
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