Real-Time Leaves Segmentation in RGB Images with Deep Learning in a Single-Board Computer

This work proposed and evaluated methods for real-time leaf segmentation using a single-board computer. The main aim was to explore the state-of-the-art techniques based on the YOLO algorithm for real-time operation. For this purpose, the available variants of YOLOv8 and YOLOv9 were evaluated, and a...

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Bibliographic Details
Main Authors: C. D. S. Faria Júnior, M. H. Shimabukuro, A. M. G. Tommaselli, M. R. O. D. A. Maximo, L. R. Porto, N. N. Imai
Format: Article
Language:English
Published: Copernicus Publications 2024-11-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-annals.copernicus.org/articles/X-3-2024/139/2024/isprs-annals-X-3-2024-139-2024.pdf