Albireo: Adaptive, Energy-Efficient Inference Framework for Video Object Detection on the Edge
Albireo is presented, a detector-agnostic, codec-free adaptive inference framework that wraps off-the-shelf detectors and decides when detector invocation can be safely skipped based on scene content and per-object temporal state, requiring no detector modification or retraining.
Amir Taherin, José Cano, Bin Ren et al.
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