Rice is one of the most significant crops cultivated in Asian countries. In Taiwan, almost half
of the arable land is used for growing rice. The life cycle of paddy rice can be divided into …

The identification of the growth and development period of rice is of great significance to
achieve high-yield and high-quality rice. However, the acquisition of rice growth period …

Researchers have been working on developing new effective, reliable, and environmentally
friendly crop recommendation systems. This study introduces a thorough framework for …

Salt stress is one of the abiotic factors that causes adverse effects in plants and there is an
urgent need to detect salt stress in plants as early as possible. Multicolor fluorescence …

Quality assurance through visual inspection plays a pivotal role in agriculture. In recent
years, deep learning techniques (DL) have demonstrated promising results in object …

This study uses a CNN architecture to provide a deep learning strategy for the detection and
categorization of eight common rice illnesses. Three layers of convolution, three maximum …

Indonesia is the largest pineapple exporter in the world. Pineapple (Ananas comosus L.
Merr) is a horticultural plant that is in demand by the public because it is rich in benefits at a …

BACKGROUND Crop recognition is the basis of intelligent agricultural machine operations.
Visual perception methods have achieved high recognition accuracy. However, the …

In the era of IoT and smart systems, an enormous amount of data will be generated from
various IoT/smart devices in smart homes, smart cars, etc. Typically, this big data is collected …

This study aims to increase the processing time of detecting non-rice objects based on the
you only look once v3-tiny (YOLOv3-tiny) model. The system was developed on the …