By Berber Kramer and Matthew Krupoff
Published on

Picture-based insurance (PBI) offers a promising alternative to existing crop insurance products for smallholder farmers. To assess plot-level damage, PBI uses a stream of pictures taken on a regular basis from sowing to harvest by farmers themselves with their own smartphone cameras.

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