Strawberry R-CNN: Recognition and counting model of strawberry based on improved faster R-CNN

J Li, Z Zhu, H Liu, Y Su, L Deng - Ecological Informatics, 2023 - Elsevier
Computer technology's rapid advancement has significantly enhanced global agricultural
modernization, notably improving agricultural production efficiency. Given the vulnerability of …

Functional data analysis-based yield modeling in year-round crop cultivation

H Matsui, K Mochida - Horticulture Research, 2024 - academic.oup.com
Crop yield prediction is essential for effective agricultural management. We introduce a
methodology for modeling the relationship between environmental parameters and crop …

Assisting the Planning of Harvesting Plans for Large Strawberry Fields through Image-Processing Method Based on Deep Learning

C Wang, Q Han, C Li, J Li, D Kong, F Wang, X Zou - Agriculture, 2024 - mdpi.com
Reasonably formulating the strawberry harvesting sequence can improve the quality of
harvested strawberries and reduce strawberry decay. Growth information based on drone …

Development of a deep-learning phenotyping tool for analyzing image-based strawberry phenotypes

JN Ndikumana, U Lee, JH Yoo, S Yeboah… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction In strawberry farming, phenotypic traits (such as crown diameter, petiole length,
plant height, flower, leaf, and fruit size) measurement is essential as it serves as a decision …

Novel method for crop growth tracking with deep learning model on an Edge Rail Camera

S Kum, J Moon, S Oh, HK Suh, H Park, HS Sim… - … and Electronics in …, 2025 - Elsevier
Yield prediction is an essential part of farm management and has been investigated with
various kinds of data and technologies in the last decades. With the advent of deep learning …

Floral Precision: Investigating Pea (Pisum sativum L.) Flowering with High Throughput Field Phenotyping and Object Detection

C Oppliger, B Keller, R Zenkl, A Walter - 2024 - researchsquare.com
Background Flowering is one of the most important and sensitive process throughout a
plants life as it marks the start of the reproductive phase. Therefore, phenotyping the …

Research on Identification and Detection Fruits of Citrus Canopy Based on Yolovs

Y Li, X Zhu, X Tian, G Jin - Available at SSRN 4498586 - papers.ssrn.com
The current target detection technology, which is rapidly developed based on deep learning
technology, is an inevitable trend for future orchard precision production, and how target …