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Detecting COVID-19 with OpenCV Classifiers

PC, Raspberry Pi and Jetson Nano: 1) Detecting COVID-19 in X-ray with OpenCV; and 2) Detecting COVID-19 Virus Cells with OpenCV

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Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The disease was first identified in December 2019 in Wuhan, the capital of China's Hubei province, and has since spread globally, resulting in the ongoing 2019–20 coronavirus pandemic. Common symptoms include fever, cough, and shortness of breath mainly. https://en.wikipedia.org/wiki/Coronavirus_disease_2019

The time from exposure to onset of symptoms is typically around five days but may range from two to fourteen days. While the majority of cases result in mild symptoms, some progress to viral pneumonia and multi-organ failure. To make this project I was inspired by the next work: https://www.pyimagesearch.com/2020/03/16/detecting-covid-19-in-x-ray-images-with-keras-tensorflow-and-deep-learning/

SECTIONS:

  1. MAKE THE CLASSIFIER: covid-x-ray.xml
  2. MAKE THE CLASSIFIER: covid-virus.xml
  3. TESTING THE CLASSIFIERS ON THE PC
  4. TESTING THE CLASSIFIERS ON THE RASPBERRY PI 3B+
  5. TESTING THE CLASSIFIERS ON THE NVIDIA JETSON NANO KIT
  6. CONCLUSION AND RECOMMENDATIONS
  7. REPOSITORIES ON GITHUB

You can see my complete project at: https://www.hackster.io/guillengap/deep-learning-covid-19-detection-with-opencv-d654ef


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  • 1 × NVIDIA Jetson Nano Developer Kit
  • 1 × Raspberry Pi 3B+
  • 1 × TFT LCD Touch 2.4" Shield
  • 1 × Battery 5V 2A
  • 1 × Raspberry Pi Keyboard

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  • 1
    Software apps and online services:
    • Raspberry Pi Raspbian
    • OpenCV
    • OpenCV
    • Python 3.7.3 and/or Python 2.7.14
    • Anaconda 2020.02 for Windows Installer
    • NVIDIA JetPack
  • 2
    Hand tools and fabrication machines:
    • PC Windows 10

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Guillermo Perez Guillen wrote 08/25/2020 at 02:27 point

This project promotes health, and the recommendations of healthy distance and stay at home as indicated by the official site of UCPLA: https://www.ucpla.org/

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Guillermo Perez Guillen wrote 08/25/2020 at 02:21 point

This project addresses the challenge of "United Cerebral Palsy of Los Angeles" (UCPLA), and complies with what is indicated on the official website: https://hackaday.io/contest/171491-supplyframe-designlab-2020-hackaday-prize/log/177549-united-cerebral-palsy-of-los-angeles-ucpla

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Anthony Constantinou wrote 05/25/2020 at 12:00 point

Anthony Constantinou says "COVID-19 symtoms, diagnosis and treatment all are available now, though there are no particular medicine or vaccine out there to treat infected person, but with some available medicine and standard treatments, patients get recovered too. Boost your immunity and do follow social distancing, sanitizing and hand-washing regularly."

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