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Dangerous Insects Identification and Alarm System Employing CNN Based Image Processing System

Authors :
1S. Jayamangala, 2 T. Yamuna, 3 MG. Sumitha, 4C. Kalpana, 5 K. Kavya
Publication Year :
2023
Publisher :
Zenodo, 2023.

Abstract

In households, especially old ones, a lot of objects would have not been moved for a long time. This may have allowed insects, some dangerous, to accumulate under those objects. Placing a camera module integrated with an embedded and alarm system in those spots with a minimal lighting will alert the inmates of the building of the presence of such insects. The embedded system is loaded with CNN image processing module trained by a dataset of images of dangerous insects in that light setting. The collected images and video footages can be employed for future data analytics.

Details

Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....32a86539f9d01dfb225f717d1e9f4f43
Full Text :
https://doi.org/10.5281/zenodo.8091941