Small target tea bud detection based on improved YOLOv5 in complex background
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2024.1393138
Abstract: Tea bud detection is the first step in the precise picking of famous teas. Accurate and fast tea bud detection is crucial for achieving intelligent tea bud picking. However, existing detection methods still exhibit limitations… read more here.
Keywords: bud detection; tea; tea bud; tea buds ... See more keywords
A method of identification and localization of tea buds based on lightweight improved YOLOV5
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2024.1488185
Abstract: The low degree of intelligence and standardization of tea bud picking, as well as laborious and time-consuming manual harvesting, bring significant challenges to the sustainable development of the high-quality tea industry. There is an urgent… read more here.
Keywords: detection; tea; tea bud; tea buds ... See more keywords
SD-YOLOv8: SAM-Assisted Dual-Branch YOLOv8 Model for Tea Bud Detection on Optical Images
Sign Up to like & getrecommendations! Published in 2025 at "Agriculture"
DOI: 10.3390/agriculture15070712
Abstract: It is challenging to achieve accurate tea bud detection in optical images with complex backgrounds since distinguishing between the foregrounds and backgrounds of these images remains difficult. Although several studies have been proposed to implicitly… read more here.
Keywords: bud detection; tea; tea bud; yolov8 ... See more keywords
A Lightweight Tea Bud-Grading Detection Model for Embedded Applications
Sign Up to like & getrecommendations! Published in 2025 at "Agronomy"
DOI: 10.3390/agronomy15030582
Abstract: The conventional hand-picking of tea buds is inefficient and leads to inconsistent quality. Innovations in tea bud identification and automated grading are essential for enhancing industry competitiveness. Key breakthroughs include detection accuracy and lightweight model… read more here.
Keywords: detection; tea; tea bud; model ... See more keywords
Locating Tea Bud Keypoints by Keypoint Detection Method Based on Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2023 at "Sustainability"
DOI: 10.3390/su15086898
Abstract: Tea is one of the most consumed beverages in the whole world. Premium tea is a kind of tea with high nutrition, quality, and economic value. This study solves the problem of detecting premium tea… read more here.
Keywords: tea bud; bud; network; keypoint detection ... See more keywords