Enhanced Droplet Analysis Using Generative Adversarial Networks

arXiv:2402.15909v1 Announce Type: new
Abstract: Precision devices play an important role in enhancing production quality and productivity in agricultural systems. Therefore, the optimization of these devices is essential in precision agriculture. Recently, with the advancements of deep learning, there have been several studies aiming to harness its capabilities for improving spray system performance. However, the effectiveness of these methods heavily depends on the size of the training dataset, which is expensive and time-consuming to collect. To address the challenge of …

abstract adversarial agriculture analysis arxiv capabilities cs.cv deep learning devices generative generative adversarial networks harness networks optimization performance precision production productivity quality role studies systems type