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- W4293087636 abstract "Artificial lighting systems play a major role in en-ergy consumption of commercial buildings. An energy conscious automatic lighting design can help in bringing down the energy utilization and can also boost the human convenience level. A smart LED lighting system that uses a digital camera as an input sensor which detects occupancy is proposed in this paper. With the help of the input from digital cameras, the need for a separate network of conventional IR sensors to detect the occupancy in the room is eliminated. Different object detection techniques are studied along with their constraints in real-time demonstration and SSD- Mobilenet architecture is chosen as the object detection technique considering the trade-off required between speed of operation and accuracy. Finally, the proposed model is implemented on a Raspberry Pi 3b+ model with LEDs to mimic the real-time operation of the lights in a hall." @default.
- W4293087636 created "2022-08-26" @default.
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- W4293087636 date "2022-03-25" @default.
- W4293087636 modified "2023-09-27" @default.
- W4293087636 title "Smart Lighting System for Commercial Buildings using Digital Camera" @default.
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- W4293087636 doi "https://doi.org/10.1109/icaccs54159.2022.9785162" @default.
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