The continued improvement of crop yield is a fundamental driver in agriculture and is the
goal of both plant breeders and researchers. Plant breeders have been remarkably …

The cyber-agricultural system (CAS) represents an overarching framework of agriculture that
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …

Accurate counting of maize tassels is essential for monitoring crop growth and estimating
crop yield. Recently, deep-learning-based object detection methods have been used for this …

Abstract The Global Wheat Head Detection (GWHD) dataset was created in 2020 and has
assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various …

Unmanned aircraft system (UAS) is a particularly powerful tool for plant phenotyping, due to
reasonable cost of procurement and deployment, ease and flexibility for control and …

In contrast to the rapid advances made in plant genotyping, plant phenotyping is considered
a bottleneck in plant science. This has promoted high-throughput plant phenotyping (HTP) …

High‐throughput phenotyping (HTP) with unoccupied aerial systems (UAS), consisting of
unoccupied aerial vehicles (UAV; or drones) and sensor (s), is an increasingly promising …

Background The number of soybean pods is one of the most important indicators of soybean
yield, pod counting is crucial for yield estimation, cultivation management, and variety …

Soybean is a major crop that provides essential protein and oil for food and feed. Since its
origin in China over 5000 years ago, soybean has spread throughout the world, becoming …

Developing automated soybean seed counting tools will help automate yield prediction
before harvesting and improving selection efficiency in breeding programs. An integrated …