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

Key Points

• The framework improves crop disease diagnosis through an intelligent system combining CNN, VLM, and LLM.
• Evaluation showed a significant enhancement in diagnosis accuracy by 35% using the AI-driven approach.
• Observational analysis of various crop diseases was conducted to validate the framework's effectiveness.
• Implementation may revolutionize agricultural practices, offering innovative control strategies for farmers.