Detection of plant leaf-based diseases using machine learning approach

PC Reddy, RMS Chandra, P Vadiraj… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
… less time, low cost and increase our agriculture productivity. … The crops want to be monitored
towards diseases from the … with computer vision approach for early stage plant disease and …

[HTML][HTML] Recognition of bloom/yield in crop images using deep learning models for smart agriculture: A review

B Darwin, P Dharmaraj, S Prince, DE Popescu… - Agronomy, 2021 - mdpi.com
… for crop seeding, monitoring, weed control, pest management and … analysis with computer
vision and deep learning models provides … The plant diseases during the flowering and fruit …

[HTML][HTML] Remote sensing and machine learning in crop phenotyping and management, with an emphasis on applications in strawberry farming

C Zheng, A Abd-Elrahman, V Whitaker - Remote Sensing, 2021 - mdpi.com
plant populations is critical for monitoring plant … , computer vision and machine learning
methodology have emerged as powerful tools for extracting useful biological information from

Computer vision-based citrus tree detection in a cultivated environment using UAV imagery

C Donmez, O Villi, S Berberoglu, A Cilek - Computers and Electronics in …, 2021 - Elsevier
… trees and plants in orchards in precision agriculture processes. … in tree counting and agricultural
monitoring processes. These … Similarly, Deep Learning (DL) algorithms have also been …

Automation in agriculture by machine and deep learning techniques: A review of recent developments

MH Saleem, J Potgieter, KM Arif - Precision Agriculture, 2021 - Springer
agricultural applications, prominent among which are plant … only a particular type of agricultural
application with/without a … AI/computer vision/other advanced vision control techniques. …

Detecting crop health using machine learning techniques in smart agriculture system

R Shukla, G Dubey, P Malik, N Sindhwani… - Journal of Scientific & …, 2021 - op.niscpr.res.in
… The monitoring in growth stage of plants to … machine learning which is able to monitor health
of the crop. (3) Our model is evaluated with the help of various machine learning techniques

[HTML][HTML] Computer vision and deep learning for precision viticulture

L Mohimont, F Alin, M Rondeau, N Gaveau… - Agronomy, 2022 - mdpi.com
… Precision viticulture, the application of precision agriculture … drawbacks that limit their use in
the field without partial control of the … of the proposed model for generic plant parts counting). …

Computer vision based detection of external defects on tomatoes using deep learning

AZ Da Costa, HEH Figueroa, JA Fracarolli - Biosystems Engineering, 2020 - Elsevier
… : one main computer for control and two vision computers that process the … computer vision
for agriculture and food usually use of their own datasets and use performance metrics based

[HTML][HTML] Machine learning in agriculture: A comprehensive updated review

L Benos, AC Tagarakis, G Dolias, R Berruto, D Kateris… - Sensors, 2021 - mdpi.com
plants before the symptoms become visible. Furthermore, in the past few years, computer
vision, especially by employing deep learning, has … to monitor animal health in real time and …

[PDF][PDF] Deep learning-based classification of fruit diseases: An application for precision agriculture

IM Nasir, A Bibi, JH Shah, MA Khan… - Comput. Mater …, 2021 - cdn.techscience.cn
plant disease detection is economically vital. State-of-the-art computer vision and
machinelearning … centers that control the cloud infrastructure are linked to the hardware via the …