The Impact of the Application of Deep Learning Techniques with IoT in Smart Agriculture

O Jouini, K Sethom… - 2023 International Wireless …, 2023 - ieeexplore.ieee.org
Agriculture is a vital sector in Tunisia, serving as the country's economic backbone and
providing subsistence and employment to a large number of people. However, climate …

Integrative use of IoT and deep learning for agricultural applications

D Garg, S Khan, M Alam - Proceedings of ICETIT 2019: Emerging Trends …, 2020 - Springer
Agriculture is the backbone of Indian economy. Most of the population of the country is
directly or indirectly dependent on agriculture. Technology can improve agricultural …

Use of machine learning and IoT in agriculture

A Mehla, SS Deora - IoT based smart applications, 2022 - Springer
In recent years, the agricultural sector has come under tremendous pressure due to the very
high growth of the population. The need for food increased at a quadratic rate, and even the …

Deep learning based IoT module for smart farming in different environmental conditions

R Manikandan, G Ranganathan, V Bindhu - Wireless Personal …, 2023 - Springer
Abstract Internet of Things (IoT) is an unavoidable technology evolution in the present era.
All most all the domains have accepted IoT in their applications. Recently, IoT is adopted in …

Enhancing farmers productivity through IoT and machine learning: a state-of-the-art review of recent trends in Africa

C Nyasulu, A Diattara, A Traore, C Ba - … 2021, Virtual Event, June 17-19 …, 2021 - Springer
Agriculture is considered as the main source of food, employment and economic
development in most African countries and beyond. In agricultural production, increasing …

Deep learning and IoT for agricultural applications

D Garg, M Alam - Internet of Things (IoT) Concepts and Applications, 2020 - Springer
Presently it is really difficult to deal with agriculture and its requirements. The majority of the
country's population depends entirely on agriculture. Food production should also be …

A comparative study of deep learning and Internet of Things for precision agriculture

T Saranya, C Deisy, S Sridevi… - … Applications of Artificial …, 2023 - Elsevier
Precision farming is made possible by rapid advances in deep learning (DL) and the internet
of things (IoT) for agriculture, allowing farmers to upgrade their agriculture operations to …

Role of machine learning and cloud-driven platform in IoT-based smart farming

AK Pradhan, S Swain, J Kumar Rout - … learning and internet of things for …, 2022 - Springer
Technological advances in agriculture are important for better growth and sustainability in
today's market, which is characterized by intense competition and risk. Crops, their …

Smart Sustainable agriculture using machine learning and AI: A review

A Menaga, S Vasantha - … and computer systems: proceedings of RACCCS …, 2022 - Springer
Artificial intelligence and machine learning are all about using data for efficient inferences
and predicting the future and decisions. These decisions are made human-like, by …

1 Smart farming: using IoT and machine learning techniques

P Verma, U Kumar - Internet of Things and machine learning in …, 2021 - degruyter.com
Internet of things (IoT) and machine learning (ML) together have a great impact on each
domain. The agriculture domain is not an exception to it as it helps in the transformation of …