Spikelets detection of table grape before thinning based on improved YOLOV5s and Kmeans under the complex environment

Author:

Du Wensheng,Zhu Yanjun,Li Shuangshuang,Liu Ping

Publisher

Elsevier BV

Subject

Horticulture,Computer Science Applications,Agronomy and Crop Science,Forestry

Reference45 articles.

1. SegNet: A deep convolutional encoder-decoder architecture for image segmentation;Badrinarayanan,2015

2. YOLOv4: Optimal speed and accuracy of object detection;Bochkovskiy,2020

3. Cascade R-CNN: delving into high quality object detection;Cai,2017

4. Study of the cluster thinning grape as a source of phenolic compounds and evaluation of its antioxidant potential;Carmona-Jiménez;Biomolecules,2021

5. Fast and accurate detection of kiwifruit in orchard using improved YOLOv3-tiny model;Fu;Precis. Agric.,2020

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