Field-Robust Cotton Leaf Disease Detection on Sub-$50 Hardware

Abstract

We present a detection pipeline for cotton leaf curl and bacterial blight that runs at 6 fps on a low-cost microcontroller board. A labelled dataset of 38,000 field images from 41 farms in Punjab is released with the paper, together with the collection and audit tooling.