Full Stages of Wine Grape Canopy and Clusters

Authors: DR. XIN ZHANG & DR. SHENGLIAN LU (questions of how to use this branch, please contact [e-mail] or [e-mail]). This is a set of RGB image data (cellphone-based) and label data (pixel-wise gTruth; e.g., .json or .xml files) of canopy/cluster of grape for wine production. Images data could be used for (instance segmentation based; e.g., implementing Mask R-CNN) deep learning and/or robotic applications (e.g., harvesting, thinning, yield/size/maturity estimation, etc.). Images were acquired in 2019 full stage (early-mid-harvest) at WSU Roza Experimental Site near Prosser, WA (USA) using a regular smart cellphone. The two grape cultivars include: chardonnay & merlot.