ENHANCING DRONE SAFETY: ADVANCED  SCENE RECOGNITION THROUGH  TRANSFER LEARNING

Mr.P.VINOD KUMAR, PEDDIGARI LAVANYA, KONDE AKSHITHA, KOTTE ANUSHA

ENHANCING DRONE SAFETY: ADVANCED SCENE RECOGNITION THROUGH TRANSFER LEARNING

Authors

Mr.P.VINOD KUMAR, PEDDIGARI LAVANYA, KONDE AKSHITHA, KOTTE ANUSHA

Keywords:

Drone safety, scene recognition, transfer learning, autonomous navigation, deep learning, pre-trained models, fine-tuning, domain-specific datasets.

Abstract

Enhancing drone safety through advancedscene recognition is pivotal for autonomousnavigation, particularly in complex anddynamic environments. This study exploresthe application of transfer learning toimprove scene recognition capabilities indrones. By leveraging pre-trained models

References

Baumgartl, H., & Buettner, M. (2021). Mobile scene recognition with efficient and lightweight deep neural networks. arXiv preprint arXiv:2107.11187.

Thorram, R., Ghalehjegh, S., & Moghimi, M. (2024). A hybrid ensemble model for autonomous landing scene recognition. Journal of Harbin Engineering University, 45(2), 134-142

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Published

2024-03-15

How to Cite

Mr.P.VINOD KUMAR, PEDDIGARI LAVANYA, KONDE AKSHITHA, KOTTE ANUSHA. (2024). ENHANCING DRONE SAFETY: ADVANCED SCENE RECOGNITION THROUGH TRANSFER LEARNING. Journal of Computational Analysis and Applications (JoCAAA), 33(2), 1371–1377. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/2538