IDENTIFIKASI NOMOR RUMAH PADA CITRA DIGITAL MENGGUNAKAN NEURAL NETWORK

Authors

  • Iip Supiyani Universitas Singaperbangsa Karawang
  • Nur Arifin Universitas Singaperbangsa Karawang

DOI:

https://doi.org/10.46880/mtk.v8i1.921

Keywords:

Image Processing, Street view house number, CNN

Abstract

Fire is an unexpected natural occurrence, fire is caused by human negligence and natural factors, for example, lack of caution in using tools that cause fire, lack of knowledge about the dangers of fire, and lack of discipline. One of the causes of the fire is a gas cylinder leak. A fire disaster is a disaster that often occurs in Indonesia. In general, fires are known when the fire has started to appear and grow and the smoke has started to come out, therefore fires can appear at any time no time In trying to extinguish a fire in the event of fire, a fire alarm system was made using Arduino Uno, MQ-2 gas sensor, fire sensor, buzzer, mini water pump. The working method of this fire alarm system is that the MQ-2 gas sensor detects gas, the buzzer sounds, if the fire sensor detects fire and the MQ-2 gas sensor detects gas, the buzzer sounds and the mini water pump releases water simultaneously.

References

D. Avianto, "Pengenalan Pola Karakter Plat Nomor Kendaraan Menggunakan Algoritma Momentum Backpropagation Neural Network," Jurnal Informatika, vol.10, no 1, 2016.

W. S. E. Putra, "Klasifikasi Citra Menggunakan Convolutional Neural Network (CNN) pada Caltech 101," Jurnal Teknik ITS, vol.5, no.1, 2016.

Y. Song, P. Wang, X. Hong, and I. Mcloughlin, "Fishe vector based CNN architecture for image classification," 2017 IEEE International Conference on Image Processing (ICIP), 2017.

Y. Song, X. Hong, I. Mcloughlin and L. Dai, " Image Classification eith CNN-based Fisher vector coding," 2016 Visual Communications and Image Processing (VCIP), 2016.

Y. Yusran, "Implementasi Jaringan Syaraf Tiruan (Jst) untuk Memprediksi Hasil Nilai UN Menggunakan Metode Backprpagation," Jurnal Ipteks Terapan, vol. 9, no. 4, 2016.

Dani. Rohpandi. (2015). "Aplikasi Pengolahan Citra Dalam Pengenalan Pola Huruf Ngalagena Menggunakan MATLAB". Konferensi Nasional Sistem & Informatika.

Akhmad. Rohim. "Convolutional Neural Network (CNN) Untuk Pengklasifikasian Citra Makanan Tradisional". Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer. Vol. 3, no. 7. 2019.

Aulia Y. P, Akhmad. A, Ashar. S., "Pendekatan ANN (Artifical Neural Network) Untuk Penentuan Prosentase Bobot Pekerjaan dan Estimasi Nilai Pekerjan Struktur Pada Rumah Sakit Pratama," Jurnal Teknosains, Vol. 7, no 1, 2017

Aji. Sudarsono, "Jaringan Syaraf Tiruan Untuk Memprediksi Laju Pertumbuhan Penduduk Menggunakan Metode Bacprpagation," Jurnal Media Infotama, Vol. 12, No. 1, 2016.

Anjar. Wanto, "Optimasi Prediksi dengan Algoritma Backpropagation dan Conjugate Gradient B-P Restart," Jurnal Nasional Teknologi dan Sistem Informasi, Vol. 3, No. 3, 2017.

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Published

10-03-2022

How to Cite

[1]
Iip Supiyani and Nur Arifin, “IDENTIFIKASI NOMOR RUMAH PADA CITRA DIGITAL MENGGUNAKAN NEURAL NETWORK”, METHODIKA, vol. 8, no. 1, pp. 18–21, Mar. 2022.

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Section

Articles