RANCANG BANGUN APLIKASI PROTOKOL KESEHATAN DALAM PROSES POSTAL MIDDLE MILE DELIVERY BERBASIS ESP32-Cam DENGAN METODE HAAR CASCADE CLASSIFIER
DOI:
https://doi.org/10.35145/joisie.v6i2.2671Keywords:
Covid-19, Haar Cascade Classifier, Arduino UNO, ESP32-Cam, MLX90614Abstract
COVID-19 telah mewabah pada hampir seluruh penjuru dunia termasuk di Indonesia dimana gejala paling umum adalah demam dengan suhu tubuh hingga 38℃ lebih. Sebagai upaya menerapkan protokol kesehatan diberbagai tempat telah memberlakukan pengecekan suhu tubuh dan pemakaian masker dalam upaya menghambat penyebaran COVID-19. Kebijakan terkait protokol kesehatan tersebut yang menjadi dasar untuk membuat suatu alat pendeteksi suhu tubuh bagi para awak kendaraan yang bertugas dalam Postal Middle Mile Delivery yang dalam hal ini bertugas melakukan pengantaran barang dari Postal Processing Centre ke beberapa Distribution Centre, bukan hanya mendeteksi suhu tubuh namun alat ini juga mampu mendeteksi penggunaan masker dengan menggunakan metode Haar Cascade Classifier sebagai bentuk pengecekkan ketaatan para personil pengantaran dalam penerapan protokol kesehatan. Alat pendeteksi masker dan pendeteksi suhu tubuh menggunakan Arduino Uno sebagai mikrokontroller, ESP32-Cam sebagai kamera pendeteksi wajah, sensor MLX90614 sebagai pendeteksi suhu tubuh, LCD untuk menampilkan informasi mengenai hasil pendeteksian suhu tubuh dan juga masker, dan servo sebagai penggerak pintu. Alat pendeteksi masker wajah dan suhu tubuh dirancang menggunakan Flowchart sebagai metode untuk melakukan perancangan sistem, dengan implementasi bahasa pemrograman C++ dan algoritma OpenCV. Pengujian dilakukan untuk memastikan ketepatan pendeteksian masker wajah dan suhu tubuh. Hasil implementasi menunjukkan akurat dengan jarak dan kecepatan yang ditetapkan.
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References
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Fitri, B. M., Widyastutik, O., & Arfan, I. (2020). Penerapan protokol kesehatan era New Normal dan risiko Covid-19 pada mahasiswa. Riset Informasi Kesehatan, 9(2), 143. https://doi.org/10.30644/rik.v9i2.460
Livana, P., Resa Hadi, S., Terri, F., Dani, Kushindarto, & Firman, A. (2020). Indonesian Journal of Nursing and Health Sciences. Indonesian Journal of Nursing and Health Sciences, 1(1), 37–48.
Margarini, D., Suciyati, S. W., Surtono, A., & Pauzi, G. A. (2021). Rancang Bangun Prototipe Keamanan Ruang Laboratorium dengan Pintu Otomatis Menggunakan Sensor Suhu MLX90614 Berbasis Arduino Atmega 2560. Journal of Energy, Material, and Instrumentation Technology, 2(4), 69–77. https://doi.org/10.23960/jemit.v2i4.76
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Badamasi, Y. A. (2014). The working principle of an Arduino. 2014 11th International Conference on Electronics, Computer and Computation (ICECCO), 1–4. https://doi.org/10.1109/ICECCO.2014.6997578
Balaji, S., Balamurugan, B., Ananth Kumar, T., Rajmohan, R., & Praveen Kumar, & P. (2021). A brief Survey on AI Based Face Mask Detection System for Public Places. Irish Interdisciplinary Journal of Science & Research (IIJSR), 5(1), 108–117.
Fitri, B. M., Widyastutik, O., & Arfan, I. (2020). Penerapan protokol kesehatan era New Normal dan risiko Covid-19 pada mahasiswa. Riset Informasi Kesehatan, 9(2), 143. https://doi.org/10.30644/rik.v9i2.460
Livana, P., Resa Hadi, S., Terri, F., Dani, Kushindarto, & Firman, A. (2020). Indonesian Journal of Nursing and Health Sciences. Indonesian Journal of Nursing and Health Sciences, 1(1), 37–48.
Margarini, D., Suciyati, S. W., Surtono, A., & Pauzi, G. A. (2021). Rancang Bangun Prototipe Keamanan Ruang Laboratorium dengan Pintu Otomatis Menggunakan Sensor Suhu MLX90614 Berbasis Arduino Atmega 2560. Journal of Energy, Material, and Instrumentation Technology, 2(4), 69–77. https://doi.org/10.23960/jemit.v2i4.76
Marques, G., & Pitarma, R. (2019). Non-contact infrared temperature acquisition system based on internet of things for laboratory activities monitoring. Procedia Computer Science, 155, 487–494. https://doi.org/10.1016/j.procs.2019.08.068
Mutinda Mutava Gabriel. (2020). Arduino Uno, Ultrasonic Sensor HC-SR04 Motion Detector with Display of Distance in the LCD. International Journal of Engineering Research And, V9(05), 936–942. https://doi.org/10.17577/ijertv9is050677
Nirwan, S. (2021). Optimasi Pengiriman Pos Dengan Melibatkan Kendaraan Sewa Menggunakan Close-Open Mixed Vehicle Routing Problem Di Postal Processing Centre Bandung 40400. Jurnal Teknik Informatika, 13(2), 9–16.
Nirwan, S., & Rahmatuloh, M. (2021). Optimasi Pengiriman Q9 Sameday Service Di Postal Processing Centre Bandung 40400. Jurnal Teknik Informatika, 13(1), 29–35.
Nurany, T., Wijaya, A. A., & Al Qard Saleh, M. P. (2022). Perancangan Pintu Otomatis Menggunakan Sensor PIR (Passive Infrared Receiver) Dimasa Pandemi Covid-19. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 9(1), 555–565. https://doi.org/10.35957/jatisi.v9i1.1569
Rahmatulloh, A., Gunawan, R., Sulastri, H., Pratama, I., & Darmawan, I. (2021). Face Mask Detection using Haar Cascade Classifier Algorithm based on Internet of Things with Telegram Bot Notification. 2021 International Conference Advancement in Data Science, E-Learning and Information Systems (ICADEIS), 1–6. https://doi.org/10.1109/ICADEIS52521.2021.9702065
V, J. S., Y, A. J., Sivaranjani, G., & Tharseni, A. (2021). Smile-Activated Vending Machine Using AI & IoT. 5(June), 33–41.
Yevsieiev, V., Maksymova, S., & Starodubcev, N. (2022). Development of an Algorithm for Esp32-Cam Operation in Http Server Mode for Streaming Video. Collection of Scientific Papers, 177–179. https://doi.org/10.36074/logos-08.07.2022.049
Badamasi, Y. A. (2014). The working principle of an Arduino. 2014 11th International Conference on Electronics, Computer and Computation (ICECCO), 1–4. https://doi.org/10.1109/ICECCO.2014.6997578
Balaji, S., Balamurugan, B., Ananth Kumar, T., Rajmohan, R., & Praveen Kumar, & P. (2021). A brief Survey on AI Based Face Mask Detection System for Public Places. Irish Interdisciplinary Journal of Science & Research (IIJSR), 5(1), 108–117.
Fitri, B. M., Widyastutik, O., & Arfan, I. (2020). Penerapan protokol kesehatan era New Normal dan risiko Covid-19 pada mahasiswa. Riset Informasi Kesehatan, 9(2), 143. https://doi.org/10.30644/rik.v9i2.460
Livana, P., Resa Hadi, S., Terri, F., Dani, Kushindarto, & Firman, A. (2020). Indonesian Journal of Nursing and Health Sciences. Indonesian Journal of Nursing and Health Sciences, 1(1), 37–48.
Margarini, D., Suciyati, S. W., Surtono, A., & Pauzi, G. A. (2021). Rancang Bangun Prototipe Keamanan Ruang Laboratorium dengan Pintu Otomatis Menggunakan Sensor Suhu MLX90614 Berbasis Arduino Atmega 2560. Journal of Energy, Material, and Instrumentation Technology, 2(4), 69–77. https://doi.org/10.23960/jemit.v2i4.76
Marques, G., & Pitarma, R. (2019). Non-contact infrared temperature acquisition system based on internet of things for laboratory activities monitoring. Procedia Computer Science, 155, 487–494. https://doi.org/10.1016/j.procs.2019.08.068
Mutinda Mutava Gabriel. (2020). Arduino Uno, Ultrasonic Sensor HC-SR04 Motion Detector with Display of Distance in the LCD. International Journal of Engineering Research And, V9(05), 936–942. https://doi.org/10.17577/ijertv9is050677
Nirwan, S. (2021). Optimasi Pengiriman Pos Dengan Melibatkan Kendaraan Sewa Menggunakan Close-Open Mixed Vehicle Routing Problem Di Postal Processing Centre Bandung 40400. Jurnal Teknik Informatika, 13(2), 9–16.
Nirwan, S., & Rahmatuloh, M. (2021). Optimasi Pengiriman Q9 Sameday Service Di Postal Processing Centre Bandung 40400. Jurnal Teknik Informatika, 13(1), 29–35.
Nurany, T., Wijaya, A. A., & Al Qard Saleh, M. P. (2022). Perancangan Pintu Otomatis Menggunakan Sensor PIR (Passive Infrared Receiver) Dimasa Pandemi Covid-19. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 9(1), 555–565. https://doi.org/10.35957/jatisi.v9i1.1569
Rahmatulloh, A., Gunawan, R., Sulastri, H., Pratama, I., & Darmawan, I. (2021). Face Mask Detection using Haar Cascade Classifier Algorithm based on Internet of Things with Telegram Bot Notification. 2021 International Conference Advancement in Data Science, E-Learning and Information Systems (ICADEIS), 1–6. https://doi.org/10.1109/ICADEIS52521.2021.9702065
V, J. S., Y, A. J., Sivaranjani, G., & Tharseni, A. (2021). Smile-Activated Vending Machine Using AI & IoT. 5(June), 33–41.
Yevsieiev, V., Maksymova, S., & Starodubcev, N. (2022). Development of an Algorithm for Esp32-Cam Operation in Http Server Mode for Streaming Video. Collection of Scientific Papers, 177–179. https://doi.org/10.36074/logos-08.07.2022.049
Anggoro, Y., Wasesa, M., Rahadi, R. A., & Afgani, K. F. (2022). Whitepaper Jasa Pengiriman Ekspres di Indonesia. In SBMITB and Asperindo (Issue February). SBMITB.
Badamasi, Y. A. (2014). The working principle of an Arduino. 2014 11th International Conference on Electronics, Computer and Computation (ICECCO), 1–4. https://doi.org/10.1109/ICECCO.2014.6997578
Balaji, S., Balamurugan, B., Ananth Kumar, T., Rajmohan, R., & Praveen Kumar, & P. (2021). A brief Survey on AI Based Face Mask Detection System for Public Places. Irish Interdisciplinary Journal of Science & Research (IIJSR), 5(1), 108–117.
Fitri, B. M., Widyastutik, O., & Arfan, I. (2020). Penerapan protokol kesehatan era New Normal dan risiko Covid-19 pada mahasiswa. Riset Informasi Kesehatan, 9(2), 143. https://doi.org/10.30644/rik.v9i2.460
Livana, P., Resa Hadi, S., Terri, F., Dani, Kushindarto, & Firman, A. (2020). Indonesian Journal of Nursing and Health Sciences. Indonesian Journal of Nursing and Health Sciences, 1(1), 37–48.
Margarini, D., Suciyati, S. W., Surtono, A., & Pauzi, G. A. (2021). Rancang Bangun Prototipe Keamanan Ruang Laboratorium dengan Pintu Otomatis Menggunakan Sensor Suhu MLX90614 Berbasis Arduino Atmega 2560. Journal of Energy, Material, and Instrumentation Technology, 2(4), 69–77. https://doi.org/10.23960/jemit.v2i4.76
Marques, G., & Pitarma, R. (2019). Non-contact infrared temperature acquisition system based on internet of things for laboratory activities monitoring. Procedia Computer Science, 155, 487–494. https://doi.org/10.1016/j.procs.2019.08.068
Mutinda Mutava Gabriel. (2020). Arduino Uno, Ultrasonic Sensor HC-SR04 Motion Detector with Display of Distance in the LCD. International Journal of Engineering Research And, V9(05), 936–942. https://doi.org/10.17577/ijertv9is050677
Nirwan, S. (2021). Optimasi Pengiriman Pos Dengan Melibatkan Kendaraan Sewa Menggunakan Close-Open Mixed Vehicle Routing Problem Di Postal Processing Centre Bandung 40400. Jurnal Teknik Informatika, 13(2), 9–16.
Nirwan, S., & Rahmatuloh, M. (2021). Optimasi Pengiriman Q9 Sameday Service Di Postal Processing Centre Bandung 40400. Jurnal Teknik Informatika, 13(1), 29–35.
Nurany, T., Wijaya, A. A., & Al Qard Saleh, M. P. (2022). Perancangan Pintu Otomatis Menggunakan Sensor PIR (Passive Infrared Receiver) Dimasa Pandemi Covid-19. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 9(1), 555–565. https://doi.org/10.35957/jatisi.v9i1.1569
Rahmatulloh, A., Gunawan, R., Sulastri, H., Pratama, I., & Darmawan, I. (2021). Face Mask Detection using Haar Cascade Classifier Algorithm based on Internet of Things with Telegram Bot Notification. 2021 International Conference Advancement in Data Science, E-Learning and Information Systems (ICADEIS), 1–6. https://doi.org/10.1109/ICADEIS52521.2021.9702065
V, J. S., Y, A. J., Sivaranjani, G., & Tharseni, A. (2021). Smile-Activated Vending Machine Using AI & IoT. 5(June), 33–41.
Yevsieiev, V., Maksymova, S., & Starodubcev, N. (2022). Development of an Algorithm for Esp32-Cam Operation in Http Server Mode for Streaming Video. Collection of Scientific Papers, 177–179. https://doi.org/10.36074/logos-08.07.2022.049
