Detection and counting of small target apples under complicated environments by using improved YOLOv7-tiny

L Ma, L Zhao, Z Wang, J Zhang, G Chen - Agronomy, 2023 - mdpi.com
Weather disturbances, difficult backgrounds, the shading of fruit and foliage, and other
elements can significantly affect automated yield estimation and picking in small target apple …

A transfer learning-based deep convolutional neural network for detection of fusarium wilt in banana crops

K Yan, MKC Shisher, Y Sun - AgriEngineering, 2023 - mdpi.com
During the 1950s, the Gros Michel species of bananas were nearly wiped out by the
incurable Fusarium Wilt, also known as Panama Disease. Originating in Southeast Asia …

Veg-DenseCap: Dense captioning model for vegetable leaf disease images

W Sun, C Wang, J Gu, X Sun, J Li, F Liang - Agronomy, 2023 - mdpi.com
The plant disease recognition model based on deep learning has shown good performance
potential. However, high complexity and nonlinearity lead to the low transparency and poor …

CSLSNet: a compressed domain classification model for Pest and disease images

J Hua, T Zhu, F Zou, J Zou, J Tang - Agronomy, 2023 - mdpi.com
The management of global food security is one of the major issues of concern to the
international community today. Ensuring the stability of food sources and preventing crop …

HMFN-FSL: Heterogeneous Metric Fusion Network-Based Few-Shot Learning for Crop Disease Recognition

W Yan, Q Feng, S Yang, J Zhang, W Yang - Agronomy, 2023 - mdpi.com
The high performance of deep learning networks relies mainly on massive data. However,
collecting enough samples of crop disease is impractical, which significantly limits the …

Theoretical Analysis and Experimental Research on the Apple Auto-Orientation Based on Flexible Roller

T Luo, J Zhou, S Zhang, J Chen, G Hu, A Sugirbay - Horticulturae, 2023 - mdpi.com
After automatic in-field picking, apple stem shortening requires fixing the apple position and
maintaining a relatively stable posture, which puts high demands on the automatic apple …

Research on the Real-Time Detection of Red Fruit Based on the You Only Look Once Algorithm

S Mei, W Ding, J Wang - Processes, 2023 - mdpi.com
The real-time and accurate recognition of fruits and vegetables is crucial for the intelligent
control of fruit and vegetable robots. In this research, apple picking is selected. This study …