Deteksi Alat Pelindung Diri Menggunakan Metode YOLO dan Faster R-CNN
(1) Program Studi Informatika
(2) Program Studi Informatika
(3) Program Studi Teknologi Informasi
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Kementrian Tenaga Kerja dan Transmigrasi Republik Indonesia. 2010. Peraturan menteri tenaga kerja dan transmigrasi republik indonesia nomor PER.08/MEN/VII/2010 tentang alat pelindung diri. Jakarta: Kementerian Tenaga Kerja dan Transmigrasi Republik Indonesia.
Adam, Amir et al. 2008. Robust real-time unusual event detection using multiple fixed-location monitors. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 3, 2008, pp. 555–560., doi:10.1109/tpami.2007.70825.
Rubaiyat, Abu H. M., et al. 2016. Automatic detection of helmet uses for construction safety. Morgantown: West Virginia University, doi: 10.1109/WIW.2016.045.
Ge, S., Li, J., Ye, Q., Luo, Z., 2017. Detecting masked faces in the wild with LLE-CNNs. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2682-2690. doi: https://doi.org/10.1109/CVPR.2017.53.
Pradana, R. D. W., et al., 2019. Identification system of personal protective equipment using convolutional neural network (CNN) method. 2019 International Symposium on Electronics and Smart Devices.
Redmon, et al. 2016. You only look once: Unified, real-time object detection. Washington: University of Washington.
Tarwaka. 2008. Keselamatan dan kesehatan kerja. Surakarta: Harapan Press.
Budiono SA. 2005. Bunga rampai hiperkes & kk. Semarang: Universitas Negeri Diponegoro.
Mathworks. 2019. What is object detection? Retrieved Mei 12, 2020, from https://www.mathworks.com/discovery/object-detection.html.
Pawanggfg. n.d.. R-CNN vs Fast R-CNN vs Faster R-CNN | ML. Retrieved Juli 1, 2020 from GeeksforGeeks: https://www.geeksforgeeks.org/r-cnn-vs-fast-r-cnn-vs-faster-r-cnn-ml/.
Hamilton, H. 2018. Computer science. Retrieved Februari 19, 2020, from Knowledge Discovery in Databases: http://www2.cs.uregina.ca/~dbd/cs831/index.html.
Dataschool. 2014. Simple guide to confusion matrix terminology. Retrieved Februari 19, 2020, from dataschool: https://www.dataschool.io/simple-guide-to-confusion-matrix-terminology/.
Narkhede, S. 2018. Understanding Confusion Matrix. Retrieved Mei 12, 2020, from Understanding Confusion Matrix: https://towardsdatascience.com/understanding-confusion-matrix-a9ad42dcfd62.
Hui, Jonathan. 2018. mAP (mean average precision) for object detection. Retrieved Februari 20, 2020, from https://medium.com/@jonathan_hui/map-mean-average-precision-for-object-detection-45c121a31173.
Redmon, J., & Farhadi, A. 2018. YOLOv3: An Incremental Improvement.
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