https://www.preprints.org/manuscript/202101.0412/v1 * Submit preprint * * How it Works * Instructions for Authors * Subject Areas * Advisory Board * screening preprints * About * * Login * Register * How it Works Instructions for Authors * Subject Areas Advisory Board * screening preprints About [ ] Advanced Search Submit preprint Login Register [ ] Share this article with x Create alert Email: [ ] [ ] CaptchaLoad new image --------------------------------------------------------------------- Submit x preprints.org > doi: 10.20944/preprints202101.0412.v1 Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed Raspberry PI for Kill Mosquitoes by Laser [masked_IMG]Ildar Rakhmatulin ^* ^ORCID logo Version 1 : Received: 20 January 2021 / Approved: 21 January 2021 / Online: 21 January 2021 (09:27:07 CET) How to cite: Rakhmatulin, I. Raspberry PI for Kill Mosquitoes by Laser. Preprints 2021, 2021010412 (doi: 10.20944/ preprints202101.0412.v1). Rakhmatulin, I. Raspberry PI for Kill Mosquitoes by Laser. Preprints 2021, 2021010412 (doi: 10.20944/ preprints202101.0412.v1). Copy Cite as: Rakhmatulin, I. Raspberry PI for Kill Mosquitoes by Laser. Preprints 2021, 2021010412 (doi: 10.20944/preprints202101.0412.v1). Rakhmatulin, I. Raspberry PI for Kill Mosquitoes by Laser. Preprints 2021, 2021010412 (doi: 10.20944/preprints202101.0412.v1). Copy CANCEL COPY CITATION DETAILS Abstract More than 700 thousand human deaths from mosquito bites are observed annually in the world. It is more than 2 times the number of annual murders in the world. In this regard, the invention of new more effective methods of protection against mosquitoes is necessary. In this article for the first time, comprehensive studies of mosquito neutralization using machine vision and a 1 W power laser are considered. Developed laser installation with Raspberry Pi that changing the direction of the laser with a galvanometer. We developed a program for mosquito tracking in real. The possibility of using deep neural networks, Haar cascades, machine learning for mosquito recognition was considered. We considered in detail the classification problems of mosquitoes in images. A recommendation is given for the implementation of this device based on a microcontroller for subsequent use as part of an unmanned aerial vehicle. Any harmful insects in the fields can be used as objects for control. Subject Areas laser for mosquito control; deep learning for mosquito control; insect detection; mosquito neutralization; pest detection; insect recognition; Raspberry Pi3; Raspberry Pi4; OpenCV for small object detect Copyright: This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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