Dynamic monitoring and counting for lotus flowers and seedpods with UAV based on improved YOLOv7-tiny

Author:

Lyu Ziwei,Wang Yu,Huang Chenglong,Zhang Guozhong,Ding Kaiquan,Tang Nanrui,Zhao Zhuangzhuang

Publisher

Elsevier BV

Reference37 articles.

1. Lotus seeds (Nelumbinis semen) as an emerging therapeutic seed: A comprehensive review;Arooj;Food Sci. Nutr.,2021

2. Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming;Ayoub Shaikh;Comput. Electron. Agric.,2022

3. A weakly-supervised approach for flower/fruit counting in apple orchards;Bhattarai;Comput. Ind.,2022

4. An interactive tool for manual, semi-automatic and automatic video annotation;Bianco;Comput. Vis. Image Underst.,2015

5. Towards large-scale small object detection: survey and benchmarks;Cheng;IEEE Trans. Pattern Anal. Mach. Intell.,2023

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