[HTML][HTML] Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments

R Sapkota, D Ahmed, M Karkee - Artificial Intelligence in Agriculture, 2024 - Elsevier
Instance segmentation, an important image processing operation for automation in
agriculture, is used to precisely delineate individual objects of interest within images, which …

Classification of Indian Medicinal Flowers using MobileNetV2

BJB Nair, B Arjun, S Abhishek… - … on Computing for …, 2024 - ieeexplore.ieee.org
Image-based classification of medicinal flowers is a crucial and game-changing work that
can help in develo** the traditional medical practices and healthcare techniques that have …

[HTML][HTML] Detection and segmentation of lettuce seedlings from seedling-growing tray imagery using an improved mask R-CNN method

S Islam, MN Reza, M Chowdhury, S Ahmed… - Smart agricultural …, 2024 - Elsevier
Real-time monitoring and management of lettuce plants, especially during the seedling
growth stage, is important in order to protect them from various environmental stresses and …

Developments of the automated equipment of apple in the orchard: A comprehensive review

M Mhamed, MH Kabir, Z Zhang - Towards Unmanned Apple Orchard …, 2023 - Springer
Agriculture products are essential to the globe since they meet all of the requirements for
human sustenance; thus, constantly develo** new methods and equipment to increase …

Flower Classification Utilisizing Tensor Processing Unit Mechanism

KS Gill, A Sharma, V Anand… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
The biodiversity of the species and the potential for visual similarity across the many flower
class species, categorizing flowers can be quite a difficult undertaking. The process of …

Three-view cotton flower counting through multi-object tracking and RGB-D imagery

C Tan, J Sun, AH Paterson, H Song, C Li - Biosystems Engineering, 2024 - Elsevier
Monitoring the number of cotton flowers can provide important information for breeders to
assess the flowering time and the productivity of genotypes because flowering marks the …

[HTML][HTML] Feasibility assessment of tree-level flower intensity quantification from UAV RGB imagery: a triennial study in an apple orchard

C Zhang, J Valente, W Wang, L Guo, AT Comas… - ISPRS Journal of …, 2023 - Elsevier
A timely and accurate spatial inventory of flowering characteristics benefits both the floral
phenology monitoring in ecology and various crop management activities in agricultural …

AppleQSM: Geometry-Based 3D Characterization of Apple Tree Architecture in Orchards

T Qiu, T Wang, T Han, K Kuehn, L Cheng, C Meng… - Plant …, 2024 - spj.science.org
The architecture of apple trees plays a pivotal role in sha** their growth and fruit-bearing
potential, forming the foundation for precision apple management. Traditionally, 2D imaging …

Strawberry maturity recognition based on improved YOLOv5

Z Tao, K Li, Y Rao, W Li, J Zhu - Agronomy, 2024 - mdpi.com
Strawberry maturity detection plays an essential role in modern strawberry yield estimation
and robot-assisted picking and sorting. Due to the small size and complex growth …

Modeling positions and orientations of cantaloupe flowers for automatic pollination

N Duc Tai, N Minh Trieu, N Truong Thinh - Agriculture, 2024 - mdpi.com
An automatic system for cantaloupe flower pollination in greenhouses is proposed to meet
the requirements of automatic pollination. The system consists of a mobile platform, robotic …