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Physical Sciences and Mathematics Commons

Open Access. Powered by Scholars. Published by Universities.®

2020

Deep Learning

University of South Florida

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Full-Text Articles in Physical Sciences and Mathematics

Automating The Classification Of Mosquito Specimens Using Image Processing Techniques, Mona Minakshi Jun 2020

Automating The Classification Of Mosquito Specimens Using Image Processing Techniques, Mona Minakshi

USF Tampa Graduate Theses and Dissertations

According to WHO (World Health Organization) reports, among all animals, mosquitoes are responsible for the most deaths worldwide. Mosquito borne diseases continue to pose grave dangers to global health. In 2015 alone, 214 million cases of malaria were registered worldwide. According to Centers for Disease Control and Prevention (CDC) report published in 2016, 62,500 suspected case of Zika were reported to the Puerto Rico Department of Health (PRDH) out of which 29,345 cases were found positive. The year 2019 was recorded as the worst for dengue in South East Asia. There are close to 4,500 species of mosquitoes (spread across …