A generative AI-Driven framework integrating CNN-VLM-LLM for intelligent crop disease diagnosis and control strategy generation

Shuo Yang, Junxian Guo, Jiangtong Yu. A generative AI-Driven framework integrating CNN-VLM-LLM for intelligent crop disease diagnosis and control strategy generation. Computers and Electronics in Agriculture, 244:111475, 2026. [doi]

@article{YangGY26,
  title = {A generative AI-Driven framework integrating CNN-VLM-LLM for intelligent crop disease diagnosis and control strategy generation},
  author = {Shuo Yang and Junxian Guo and Jiangtong Yu},
  year = {2026},
  doi = {10.1016/j.compag.2026.111475},
  url = {https://doi.org/10.1016/j.compag.2026.111475},
  researchr = {https://researchr.org/publication/YangGY26},
  cites = {0},
  citedby = {0},
  journal = {Computers and Electronics in Agriculture},
  volume = {244},
  pages = {111475},
}