The dataset produced from this research can be found at https://doi.org/10.15125/BATH-01340 [27]. Included in this package are the full dataset of carrot and stress measurements, the images used to measure the curls of the carrot population, the images from the FE model and the Matlab code used for analysis. Supplementary material is available online [28].