Fendong Zou is a graduate student at the College of Software, Jiangxi Agricultural University, with a primary research focus on deep learning and plant disease recognition. His work experience includes independently developing various image classification models using the PyTorch framework, including convolutional neural networks, Transformer models, and fusion models. He has gradually optimized training parameters and model structures based on the characteristics of the datasets being tested. He has designed several lightweight algorithms, performing lightweight processing on different models by evaluating the importance of model structure weights, including redundant structure pruning and complex structure replacement.
Jing Hua, Ph.D. and associate professor at the College of Software, Jiangxi Agricultural University, primarily focuses on machine learning and agricultural engineering. He has led more than 10 research projects, including those funded by the National Natural Science Foundation of China and the Jiangxi Provincial Department of Science and Technology. He has published over 30 related papers as the first author or corresponding author, with more than 20 of them indexed in SCI/EI. He has been awarded the Second Prize of the Jiangxi Provincial Science and Technology Progress Award. He holds three authorized national invention patents and nine software copyrights.
Yuanhao Zhu is a graduate student at the College of Software, Jiangxi Agricultural University, with a primary research focus on deep learning. His work experience includes developing image recognition and object detection models, and he has researched various knowledge distillation algorithms and their applications in agricultural engineering.
Jize Deng is a graduate student at the College of Software, Jiangxi Agricultural University, with a primary research focus on agricultural engineering. His work experience includes developing multimodal fusion algorithms for applications in agricultural engineering using various frameworks, and he has designed multiple fusion strategies for agricultural production.
Ruimin He is a graduate student at the College of Software, Jiangxi Agricultural University, with a primary research focus on machine learning. His work experience includes developing image recognition and semantic segmentation models using various frameworks, and he has researched multiple deep learning visualization methods.