Kombinasi Hasil Inferensi Algoritma YOLOv8 dan Faster R-CNN dalam Isnpeksi Kualitas Underbody Mobil (Studi Kasus Pada Perusahaan Otomotif Indonesia)
Kata Kunci:
computer vision, inspeksi visual, weighted boxes fusion, YOLOv8, Faster R-CNNAbstrak
Naskah ini akan diterbitkan di Konferensi Internasional SIET
Referensi
Nahumarury, S. F. (2022). THE ROLE OF THE JAPANESE AUTOMOTIVE INDUSTRY IN INDONESIA AND THAILAND 2016-2021.
Tangguhkan Sementara Pengiriman Beberapa Model Mobil, Toyota Indonesia Pastikan Kualitas dan Keamanan Produk di Indonesia Sesuai Standar Nasional, 2023. (2023). Toyota Indonesia Newsroom. https://newsroom.toyota.co.id/news/tangguhkan-sementara-pengiriman-beberapa-model-mobil-toyota-indonesia-pastikan-kualitas-dan-keamanan-produk-di-indonesia-sesuai-standar-nasional
Torres, Y.; Nadeau, S.; Landau, K. Classification and Quantification of Human Error in Manufacturing: A Case Study in Complex Manual Assembly. Appl. Sci. 2021, 11, 749. https://doi.org/ 10.3390/app11020749
Monye, S., Afolalu, A., Lawal, L., et al. (2023). Impact of Industry 4.0 in the Automobile Industry. E3S Web of Conferences, 430, 10.1051/e3sconf/202343001222.
Redmon, J., Divvala, S., Girshick, R., Farhadi, A. (2016). You Only Look Once: Unified, Real-Time Object Detection. arXiv e-prints. https://doi.org/10.48550/arXiv.1506.02640
Girshick, R. (2015). Fast r-cnn. In Proceedings of the IEEE international conference on computer vision (pp. 1440-1448).
Ren, S., He, K., Girshick, R., & Sun, J. (2015). Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems, 28.
Solovyev, R., Wang, W., & Gabruseva, T. (2021). Weighted boxes fusion: Ensembling boxes from different object detection models. Image and Vision Computing, 107, 104117.
Nahumarury, S. F. (2022). THE ROLE OF THE JAPANESE AUTOMOTIVE INDUSTRY IN INDONESIA AND THAILAND 2016-2021.
Tangguhkan Sementara Pengiriman Beberapa Model Mobil, Toyota Indonesia Pastikan Kualitas dan Keamanan Produk di Indonesia Sesuai Standar Nasional, 2023. (2023). Toyota Indonesia Newsroom. https://newsroom.toyota.co.id/news/tangguhkan-sementara-pengiriman-beberapa-model-mobil-toyota-indonesia-pastikan-kualitas-dan-keamanan-produk-di-indonesia-sesuai-standar-nasional
Torres, Y.; Nadeau, S.; Landau, K. Classification and Quantification of Human Error in Manufacturing: A Case Study in Complex Manual Assembly. Appl. Sci. 2021, 11, 749. https://doi.org/ 10.3390/app11020749
Monye, S., Afolalu, A., Lawal, L., et al. (2023). Impact of Industry 4.0 in the Automobile Industry. E3S Web of Conferences, 430, 10.1051/e3sconf/202343001222.
Redmon, J., Divvala, S., Girshick, R., Farhadi, A. (2016). You Only Look Once: Unified, Real-Time Object Detection. arXiv e-prints. https://doi.org/10.48550/arXiv.1506.02640
Girshick, R. (2015). Fast r-cnn. In Proceedings of the IEEE international conference on computer vision (pp. 1440-1448).
Ren, S., He, K., Girshick, R., & Sun, J. (2015). Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems, 28.
Solovyev, R., Wang, W., & Gabruseva, T. (2021). Weighted boxes fusion: Ensembling boxes from different object detection models. Image and Vision Computing, 107, 104117.
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