Author

Aakash Singh

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#machine learning Preprint Sep 2026

Configurable Multi-Stage Vision Pipeline for Crop Disease and Pest Diagnosis

Farmer.Chat 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 is the whole question: no symptom described, no crop named, often no text at all. The service has to determine whether the picture can be...

Naga Ganesh, S. ChandrashekarM, Lakshmi N. Pedapudi et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Model-Agnostic and Language-Agnostic Voice Pipeline Improvement for the Agriculture Domain

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 a critical channel for this population, yet field-recorded speech is challenging for general-purpose automatic speech recognition (ASR) beca...

Aakash Singh, Lakshmi N. Pedapudi, S. ChandrashekarM et al. · 0 citations