This dataset contains high resolution remote sensing imagery over selected areas within Ethiopia. It also contains the outputs of semi-automated methods that attempted to automatically derive field boundaries from these images. It also contains the reference field boundaries derived from manual digitisation and interpretation of the remote sensing imagery