Kshitij Shantaram Doundkar

Beyond Leaf Images: A Personalized Multimodal Temporal AI Framework for Pre-Symptomatic Plant Health Monitoring and Disease-Risk Early Warning

Artificial intelligence has advanced plant disease recognition, mainly through image-based deep learning. Its weakness is timing: a camera records a visible symptom, a model matches it to a known class, and a label is returned. This confirms disease but says little about the earl...