Thomas Friedel

Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types

Accurate crop type maps are an essential source of information for monitoring yield progress at scale, projecting global crop production, and planning effective policies. To date, however, crop type maps remain challenging to create in low- and middle-income countries due to a lack of ground truth l…