The 'Eyes on the Ground' project (lacunafund.org) is a collaboration between ACRE Africa, the International Food Policy Research Institute (IFPRI), and the Lacuna Fund, to create a large machine learning (ML) dataset of smallholder farmer's fields based upon previous work within the Picture Based Insurance framework (Ceballos, Kramer and Robles, 2019, https://doi.org/10.1016/j.deveng.2019.100042). This is a unique dataset of georeferenced crop images along with labels on input use, crop management, phenology, crop damage, and yields, collected across 8 counties in Kenya.The research leading to this dataset was undertaken as part of the CGIAR research program on Policies, Institutions and Markets (PIM)
Waithaka, L., Kramer, B., Hufkens, K., Kivuva, B., & Mansabdar, S. (2022) Eyes on the Ground Image Data, Version 1.0, (Version 1.0) Radiant MLHub. [Date Accessed] https://doi.org/10.34911/rdnt.1bs2jw