Jingchao Fan

DFN-PSAN: Multi-level deep information feature fusion extraction network for interpretable plant disease classification

Guowei Dai, Zhimin Tian, Jingchao Fan et al. · Computers and Electronics in Agriculture · 2023 · 107 citations

Engineering, Machine Learning, Data Science +10

ITF-WPI: Image and text based cross-modal feature fusion model for wolfberry pest recognition

Guowei Dai, Jingchao Fan, Christine Dewi · Computers and Electronics in Agriculture · 2023 · 71 citations

Image Classification, Image Analysis, Machine Learning +12

PPLC-Net:Neural network-based plant disease identification model supported by weather data augmentation and multi-level attention mechanism

Guowei Dai, Jingchao Fan, Zhimin Tian et al. · Journal of King Saud University - Computer and Information Sciences · 2023 · 61 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +22

A Deep Learning-Based Object Detection Scheme by Improving YOLOv5 for Sprouted Potatoes Datasets

Guowei Dai, Lin Hu, Jingchao Fan et al. · IEEE Access · 2022 · 44 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

An Industrial-Grade Solution for Crop Disease Image Detection Tasks

Guowei Dai, Jingchao Fan · Frontiers in Plant Science · 2022 · 38 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +21