N_GACL Vegetation Indexing Pipeline
33.8% balanced accuracy vs 4.55% chance baseline
ProblemMost crop-health AI tools assume access to drones and GPU servers that most of the world's farmers simply don't have.
SolutionA free, open-source pipeline that runs on ordinary hardware, with a built-in honesty check against false patterns.
Impact33.8% balanced accuracy on real data, validated first against a negative control that confirmed no false signal.
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