SmartMScope provides automated and interactive image processing methods for non-destructive and non-invasive plant phenotype and disease quantification. SmartMScope image analysis on mobile handheld devices enables fast sample collection and analysis in the field. SmartMScope can upload images and data to the plant database in the cloud.