The global agricultural sector faces an unprecedented challenge: feeding 9.7 billion people by 2050 while reducing environmental impact and supporting smallholder farmers who produce 70% of the world's food. Traditional crop disease management relies on visual inspection a method that detects problems only after significant damage has occurred....