Dataset on UAV RGB videos acquired over a vineyard including bunch labels for object detection and tracking.

ABSTRACT: Counting the number of grape bunches at an early stage of development offers relevant information to the winegrower about the potential yield to be harvested. However, manual counting on the fields is laborious and time-consuming. Remote sensing, and more precisely unmanned aerial vehicles mounted with RGB or multispectral cameras, facilitate this task rapidly and accurately. This dataset contains 40 RGB videos from a 1.06-ha vineyard located in northern Spain. Moreover, the dataset includes mask labels of visible grape bunches. The videos were acquired throughout four UAV flights with an RGB camera tilted at 60 degrees. Each flight recorded one side of a row of the vineyard. The grape berries were between pea-size (BBCH75) and bunch closure (BBCH79) stage, which is two months before harve

SUBMITTER: Ariza-Sentis M 

PROVIDER: S-EPMC9813505 | biostudies-literature | 2023 Feb

REPOSITORIES: biostudies-literature