Medjoul-date images - annotated

Published: 27 November 2020| Version 1 | DOI: 10.17632/k7xk2nwgrh.1
Contributors:
Sigal Berman,

Description

images.zip - 146 images of fruit-bunches from 13 Medjoul date palms. The images were taken in 2019 from two Medjoul farms in the Southern Arava region of Israel during the beginning and middle of the thinning period. The images were acquired with a digital single-lens reflex (DSLR) camera (NIKON D5600, USA) with a resolution of 4000×6000 pixels. masks_npz_2cl.zip - Ground truth masks for two classes (spikelets and rachis) manually annotated for all the fruit-bunches in each image in npz format. Each mask is a 4000×6000×N matrix (where N is the number of ground truth instances of spikelets and rachises, in the image) so that each instance is documented in a separate 4000×6000×1 binary mask. The masks are sequentially ordered such that a mask of the rachis follows the mask of the spikelets. An empty mask is defined in case the rachis was not visible (spikelets were always visible). When using this data please cite: Tal Shoshan, Avital Bechar, Yuval Cohen, Avraham Sadowsky, Sigal Berman, Segmentation and motion parameter estimation for robotic Medjoul-date thinning

Files

Institutions

Ben-Gurion University of the Negev

Categories

Precision Agriculture

Licence