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cs.CV2025
Legilimens: Performant Video Analytics on the System-on-Chip Edge
Murali Ramanujam, Yinwei Dai, Kyle Jamieson +1
Continually retraining models has emerged as a primary technique to enable high-accuracy video analytics on edge devices. Yet, existing systems employ such adaptation by relying on…
cs.CV2021★ 3 cited
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics
Neil Agarwal, Ravi Netravali
Commercial retrospective video analytics platforms have increasingly adopted general interfaces to support the custom queries and convolutional neural networks (CNNs) that differen…