Luuk J. Spreeuwers

Multi-Crop Leaf Disease Recognition: A Unified Benchmark and Cross-Region Study

Deep learning models for crop leaf disease recognition routinely report near-perfect accuracy yet are typically trained and evaluated on a single dataset collected under controlled laboratory conditions, leaving their behavior under realistic cross-region domain shift poorly understood. We introduce MLD (Multi-crop Lea...