EcoLens uses multi-objective Bayesian optimization to select video filter thresholds and bitrates online, cutting edge-device energy by up to 44.6% in tests while staying within 3% of target detection accuracy.
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EcoLens: Leveraging Multi-Objective Bayesian Optimization for Energy-Efficient Video Processing on Edge Devices
EcoLens uses multi-objective Bayesian optimization to select video filter thresholds and bitrates online, cutting edge-device energy by up to 44.6% in tests while staying within 3% of target detection accuracy.