OR-FCOS: an enhanced fully convolutional one-stage approach for growth stage identification of Oudemansiella raphanipes

OR-FCOS: an enhanced fully convolutional one-stage approach for growth stage identification of Oudemansiella raphanipes

Abstract Accurate identification of Oudemansiella raphanipes growth stages is crucial for understanding its development and optimizing cultivation. However, deep learning methods for this task remain unexplored. This paper introduces OR-FCOS, an enhanced fully convolutional one-stage (FCOS) approach...

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Bibliographic Details
Main Authors: Runze Fang, Huamao Huang, Nuoyan Guo, Haichuan Wei, Shiyi Wang, Haiying Hu, Ming Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Oudemansiella raphanipes
Object detection
MobileNetV3
Efficient multi-scale attention
NAS-FCOS
Channel pruning
Online Access:https://doi.org/10.1038/s41598-025-09303-5
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https://doi.org/10.1038/s41598-025-09303-5

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