IOT Automation with Segmentation Techniques for Detection of Plant Seedlings in Agriculture

S Kamal, KR Shobha, F Francis, R Khilar… - Wireless …, 2022 - Wiley Online Library
The present work proposes to evaluate, compare, and determine software alternatives that
present good detection performance and low computational cost for the plant segmentation …

Iot-empowered smart agriculture: A real-time light-weight embedded segmentation system

S Abouzahir, M Sadik, E Sabir - … , UNet 2017, Casablanca, Morocco, May 9 …, 2017 - Springer
Abstract Internet of Things (IoT) is an emerging technology where standalone equipments
and autonomous devices are connected to each other and users via Internet. When IoT …

FCN Network‐Based Weed and Crop Segmentation for IoT‐Aided Agriculture Applications

S Kamal, VG Shende, K Swaroopa… - Wireless …, 2022 - Wiley Online Library
The main purpose of the work is to evaluate the deep machine learning algorithms used for
the distinction between weeds and crop plants using the open database of images of the …

Role of IoT, image processing and machine learning techniques in weed detection: a review

S Veeragandham, H Santhi - International Journal of …, 2022 - inderscienceonline.com
Weed is one of the main reasons that cause damage to the crop. While cultivating the crops,
many of the farmers are facing problems due to weed growth. The problems are the damage …

IoT enabled plant leaf disease segmentation and multi-classification using mayfly bald eagle optimization-enabled machine learning

M Mishra, P Choudhury, B Pati - Multimedia Tools and Applications, 2024 - Springer
Agricultural production is critical to the economy. This is one of the reasons why disease
detection in plants is so important in agricultural settings, as plant disease is rather common …

Analysis of crop diseases using IoT and machine learning approaches

AR Gawande, SS Sherekar - International Conference on …, 2023 - atlantis-press.com
For agricultural and farming practices to be more productive and cost-effective, it is
imperative that the implementation of new technologies such as the Internet of Things (IoT) …

A Method of Plant Disease Detection Analysis From Image Object Extraction Based on the Mask R-CNN Model

FX Sikounmo, C Deffo… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Plant leaf infections are a common threat to global production in the long and short term
affecting not only many farmers but also consumers worldwide. Early detection and …

IOT-enabled model for weed seedling classification: An application for smart agriculture

S Tiwari, AK Sharma, A Jain, D Gupta, M Gono… - AgriEngineering, 2023 - mdpi.com
Smart agriculture is a concept that refers to a revolution in the agriculture industry that
promotes the monitoring of activities necessary to transform agricultural methods to ensure …

A Real-Time IoT and Image Processing based Weeds Classification System for Selective Herbicide

M Ahmad, A Adnan, A Chehri - 2022 IEEE 95th Vehicular …, 2022 - ieeexplore.ieee.org
Nowadays, the Internet of things (IoT) plays a vital role in various sectors, including smart
cities, health care, industries, and agriculture. With the advancement of IoT and machine …

Vision-based deep learning approach for real-time detection of weeds in organic farming

V Czymmek, LO Harders, FJ Knoll… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Vision-based detection and classification systems for identifying crops and weeds in
captured color images have recently being extensively researched due to the advantages …