Field Validation & Golden Set Metrics (Manajipet Pilot)

This dataset contains raw field validation logs from the "Golden Set" pilot study conducted in Manajipet, Telangana. It records 50 distinct inference events comparing the performance of the mobile-optimized YOLOv7-Tiny Digital Phenotyping model against manual ground-truth assessments provided by agricultural extension officers. The data captures variations in device capability (8MP vs. 48MP cameras), lighting conditions (Morning, Noon, Evening), and target pest classes (Rice Blast, Pink Bollworm, Brown Plant Hopper). Key metrics include the model's confidence score, the calculated Leaf Area Damage (LAD) percentage, and the resultant Digital Phenotype Index (DPI) severity score.