Multispectral imagery data captured from Sequoia sensor from Parrot fixed-wing unmanned aerial vehicles (UAVs, or drones) by the participants of the Drones for Agriculture training course held in Kizimbani, Zanzibar, Tanzania, on August 20-22, 2018, in partnership with WeRobotics and Tanzania Flying Labs.