SISTEM PENDETEKSI WAJAH BERMASKER SECARA REAL TIME MENGGUNAKAN METODE CNN

Nurul Adhayanti ; Fathan Triyanto Nugroho ; Romdhoni Susiloatmadja
Jurnal Ilmiah Teknik (JUIT) 📅 2023 Vol 2, No 1 🔗 DOI: 10.56127/juit.v2i1.475
Abstract
In this study, a masked face detection system using the Convolutional Neural Network (CNN) method was tested. System testing was carried out to determine the success of the CNN method on a masked face detection system in real time if the mouth and nose parts of the face are not covered or covered by a mask or by anything other than a mask. This research was divided into 3 stages, namely dataset training, face detection, and testing in real time with various facial positions. This system successfully detects whether a face is masked or not in the dataset model with an accuracy of 99%. In real time, this system has succeeded in detecting well at various positions of facial appearance and on faces that are covered by a mask or hand on the nose and mouth.
Keywords
cnn detection face mask system
How to Cite

Nurul Adhayanti, et al. (2023). SISTEM PENDETEKSI WAJAH BERMASKER SECARA REAL TIME MENGGUNAKAN METODE CNN. Jurnal Ilmiah Teknik (JUIT), 2(1). https://doi.org/10.56127/juit.v2i1.475

Nurul Adhayanti; Fathan Triyanto Nugroho; Romdhoni Susiloatmadja, "SISTEM PENDETEKSI WAJAH BERMASKER SECARA REAL TIME MENGGUNAKAN METODE CNN," Jurnal Ilmiah Teknik (JUIT), vol. 2, no. 1, 2023.

Nurul Adhayanti; Fathan Triyanto Nugroho; Romdhoni Susiloatmadja. "SISTEM PENDETEKSI WAJAH BERMASKER SECARA REAL TIME MENGGUNAKAN METODE CNN." Jurnal Ilmiah Teknik (JUIT), vol. 2, no. 1, 2023.

Nurul Adhayanti; Fathan Triyanto Nugroho; Romdhoni Susiloatmadja. "SISTEM PENDETEKSI WAJAH BERMASKER SECARA REAL TIME MENGGUNAKAN METODE CNN." Jurnal Ilmiah Teknik (JUIT) 2, no. 1 (2023).

Nurul Adhayanti, et al. (2023) 'SISTEM PENDETEKSI WAJAH BERMASKER SECARA REAL TIME MENGGUNAKAN METODE CNN', Jurnal Ilmiah Teknik (JUIT), 2(1). doi: 10.56127/juit.v2i1.475.

Nurul Adhayanti; Fathan Triyanto Nugroho; Romdhoni Susiloatmadja. SISTEM PENDETEKSI WAJAH BERMASKER SECARA REAL TIME MENGGUNAKAN METODE CNN. Jurnal Ilmiah Teknik (JUIT). 2023;2(1).

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