Depth image conversion model based on CycleGAN for growing tomato truss identification.

ABSTRACT:

Background

On tomato plants, the flowering truss is a group or cluster of smaller stems where flowers and fruit develop, while the growing truss is the most extended part of the stem. Because the state of the growing truss reacts sensitively to the surrounding environment, it is essential to control its growth in the early stages. With the recent development of information and artificial intelligence technology in agriculture, a previous study developed a real-time acquisition and evaluation method for images using robots. Furthermore, we used image processing to locate the growing truss to extract growth information. Among the different vision algorithms, the CycleGAN algorithm was used to generate and transform unpaired images using generated learning images. In this study, we de

SUBMITTER: Jung DH 

PROVIDER: S-EPMC9204883 | biostudies-literature | 2022 Jun

REPOSITORIES: biostudies-literature