Grape detection, segmentation and tracking using deep neural networks and three-dimensional association

1 code implementation • 26 Jul 2019 • Thiago T. Santos, Leonardo L. de Souza, Andreza A. dos Santos, Sandra Avila

In a test set containing 408 grape clusters from images taken on a trellis-system based vineyard, we have reached an F 1 -score up to 0. 91 for instance segmentation, a fine separation of each cluster from other structures in the image that allows a more accurate assessment of fruit size and shape.

Instance Segmentation Segmentation +1