Deep machine learning provides state-of-the art performance in image-based plant phenotyping

Deep machine learning provides state-of-the art performance in image-based plant phenotyping

Deep learning is an emerging field that promises unparalleled results on many data analysis problems. We show the success offered by such techniques when applied to the challenging problem of image-based plant phenotyping, and demonstrate state-of-the-art results for root and shoot feature identific...

Full description

Bibliographic Details
Main Authors: Pound, Michael P., Burgess, Alexandra J., Wilson, Michael H., Atkinson, Jonathan A., Griffiths, Marcus, Jackson, Aaron S., Bulat, Adrian, Tzimiropoulos, Yorgos, Wells, Darren M., Murchie, Erik H., Pridmore, Tony P., French, Andrew P.
Format: Other
Published: Cold Spring Harbor Laboratory 2016
Online Access:https://eprints.nottingham.ac.uk/41648/

Similar Items

Similar Items