An edge-deployed bear detection and deterrence system using YOLOv5-MobileNet on solar-powered IoT hardware, reporting 91.4% mAP on a 1,243-image dataset and 97.2% accuracy in controlled tests with three successful field events.
A new high-grain, broadband, steerable array to study Jovian decametric emission
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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The paper reviews the scientific potential and technical considerations for a small-satellite constellation in lunar orbit to map the decameter radio sky and measure the global spectrum, building on past and ongoing experiments.
citing papers explorer
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Intelligent bear deterrence system based on computer vision: Reducing human-bear conflicts in remote areas
An edge-deployed bear detection and deterrence system using YOLOv5-MobileNet on solar-powered IoT hardware, reporting 91.4% mAP on a 1,243-image dataset and 97.2% accuracy in controlled tests with three successful field events.
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Discovering the Sky at the Longest Wavelengths with Small Satellite Constellations
The paper reviews the scientific potential and technical considerations for a small-satellite constellation in lunar orbit to map the decameter radio sky and measure the global spectrum, building on past and ongoing experiments.