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Send Less, Save More: Energy-Efficiency Benchmark of Embedded CNN Inference vs. Data Transmission in IoT

arXiv — cs.LG•Thursday, October 30, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
A recent study highlights the benefits of integrating Internet of Things (IoT) with Artificial Intelligence to improve environmental monitoring. As ecological issues grow more urgent, this research emphasizes the importance of energy-efficient solutions, particularly in handling image data. By focusing on reducing energy consumption during data transmission, the study suggests that we can enhance our monitoring capabilities while also being mindful of resource use. This is crucial for developing sustainable technologies that can effectively address environmental challenges.
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