Perbandingan Kinerja Model YOLOv6 dan YOLOv7 dalam Mendeteksi Sampah Perairan

Perbandingan Kinerja Model YOLOv6 dan YOLOv7 dalam Mendeteksi Sampah Perairan

Penulis

  • Naufal Laksana Kirana Universitas Brawijaya, Malang
  • Diva Kurnianingtyas
  • Indriati

Abstrak

Naskah ini akan diterbitkan di Jurnal Internasional INASS

Referensi

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Cheng, Y., Zhu, J., Jiang, M., Fu, J., Pang, C., Wang, P., Sankaran, K., Onabola, O., Liu, Y., Liu, D., & Bengio, Y. (2021). FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 10953–10962. https://github.com/ORCA-Uboat/FloW-Dataset.

Ge, Z., Liu, S., Wang, F., Li, Z., & Sun, J. (2021). YOLOX: Exceeding YOLO Series in 2021. ArXiv, 5, 12. https://github.com/ultralytics/yolov3 Jiang, P., Ergu, D., Liu, F., Cai, Y., & Ma, B. (2021). A Review of Yolo Algorithm Developments. Procedia Computer Science, 199, 1066–1073. https://doi.org/10.1016/j.procs.2022.01.135

Jocher, G., Chaurasia, A., & Qiu, J. (2023). Ultralytics YOLOv8. https://github.com/ultralytics/ultralytics

Jocher, G., Chaurasia, A., Stoken, A., Borovec, J., NanoCode012, Kwon, Y., Michael, K., TaoXie, Fang, J., imyhxy, Lorna, 曾逸夫(Zeng Yifu), Wong, C., V, A., Montes, D., Wang, Z., Fati, C., Nadar, J., Laughing, … Jain, M. (2022). ultralytics/yolov5: v7.0 - YOLOv5 SOTA Realtime Instance Segmentation (7). Zenodo. https://doi.org/10.5281/zenodo.7347926

Kementerian Kelautan dan Perikanan. (2023). Sampah Laut (Marine Debris). Direktorat Pendayagunaan Pesisir Dan Pulau-Pulau Kecil (P4K). https://kkp.go.id/djprl/p4k/page/1994-sampah-laut-marine-debris

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Xu, S., Wang, X., Lv, W., Chang, Q., Cui, C., Deng, K., Wang, G., Dang, Q., Wei, S., Du, Y., & Lai, B. (2022). PP-YOLOE: An evolved version of YOLO. ArXiv. https://doi.org/10.48550/arXiv.2203.16250

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Diterbitkan

10 Jul 2024

Cara Mengutip

Kirana, N. L., Kurnianingtyas, D., & Indriati. (2024). Perbandingan Kinerja Model YOLOv6 dan YOLOv7 dalam Mendeteksi Sampah Perairan. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 8(13). Diambil dari https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/13760
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