Crop improvement and production domains encounter large amounts of expanding data
with multi-layer complexity that forces researchers to use machine-learning approaches to …

There are more than 70 species of Vitis in the world, and 40 species, 1 subspecies and 13
varieties of Vitis native from China. Wild grapes are diverse and complex, and it is difficult to …

In order to monitor the early growth status of clam seedlings and meet the demands of
precision seedling cultivation in a factory setting, this study improves the YOLOv5s model …

Crop disease recognition plays a crucial role in agricultural production. However, disease
images are large in scale and have a lot of redundant information, which reduces the …

Camellia oleifera, a woody oil tree, is widely recognized for its valuable oil. Different cultivars
of C. oleifera exhibit distinct growth characteristics, oil content, and oil composition …

During the mechanized transplanting process, the planting angle and standing posture of
seedlings are essential factors in evaluating the survival of the planting, and the uprightness …

The analysis of plant phenotype parameters is closely related to breeding, so plant
phenotype research has strong practical significance. This paper used deep learning to …

Introduction Mummy berry is a serious disease that may result in up to 70 percent of yield
loss for lowbush blueberries. Practical mummy berry disease detection, stage classification …

Invasive plant species pose significant biodiversity and ecosystem threats. Real-time
identification of invasive plants is a crucial prerequisite for early and timely prevention. While …

Accurate identification of maize pests and diseases plays a crucial role in the growth and
yield of maize. The recognition method of maize leaf diseases based on deep learning is …