3 papers
cs.CV2026
Configurable Multi-Stage Vision Pipeline for Crop Disease and Pest Diagnosis
Naga Ganesh, Chandrashekar M S, Lakshmi Pedapudi +2
FarmerChat is Digital Green's farm advisory service for smallholder farmers. When something looks wrong with a crop, the farmer takes a photograph and sends it, and that photograph…
eess.AS2026
Model-Agnostic and Language-Agnostic Voice Pipeline Improvement for the Agriculture Domain
Aakash Singh, Lakshmi Pedapudi, Chandrashekar M S +3
FarmerChat is Digital Green's AI-powered agricultural advisory assistant for smallholder farmers, who access it in their own language through text, voice, or photographs. Voice is…
cs.CL2026
Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory
Sanyam Singh, Naga Ganesh, Vineet Singh +10
Large Language Models show promise for agricultural advisory, yet vanilla models exhibit unsupported recommendations, generic advice lacking specific, actionable detail, and commun…