A lightweight model based on YOLOv8n in wheat spike detection
Author:
Affiliation:
1. Anhui University,School of Electronics and Information Engineering.,Hefei,China
2. Anhui University,Anhui Engineering Laboratory of Agro-Ecological Big Data.,Hefei,China
Funder
Natural Science Foundation of Anhui Province
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10233256/10233125/10233526.pdf?arnumber=10233526
Reference21 articles.
1. Wheat-Net: An Automatic Dense Wheat Spike Segmentation Method Based on an Optimized Hybrid Task Cascade Model
2. Automatic Detection and Counting of Wheat Spikelet Using Semi-Automatic Labeling and Deep Learning
3. Development of image-based wheat spike counter through a Faster R-CNN algorithm and application for genetic studies
4. SSRNet: In-field counting wheat ears using multi-stage convolutional neural network[J];wang;IEEE Transactions on Geoscience and Remote Sensing,2021
5. YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors[J];wang;ArXiv e-prints,2022
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1. ALF-YOLO: Enhanced YOLOv8 based on multiscale attention feature fusion for ship detection;Ocean Engineering;2024-09
2. İnsan - endüstriyel mobil robot etkileşiminde güvenlik önlemlerinin boyutlandırılması için nesne tespit modeli geliştirme;Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi;2024-05-20
3. Lightweight YOLOv8 for Wheat Head Detection;IEEE Access;2024
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