Challenges in achieving artificial intelligence in agriculture

AJ Atapattu, LK Perera, TD Nuwarapaksha… - … techniques in smart …, 2024 - Springer
Artificial Intelligence (AI) holds significant potential for advancing global agriculture by
increasing sustainability, efficiency, and productivity. Collaboratively addressing the …

IoT and drone-based field monitoring and surveillance system

P Kar, S Chowdhury - Artificial Intelligence Techniques in Smart …, 2024 - Springer
In India, agriculture faces numerous challenges, including declining production, shifting
climatic patterns, and environmental issues. Drone farming emerges as a promising …

Performance evaluation of different deep learning models used for the purpose of healthy and diseased leaves classification of Cherimoya (Annona Cherimola) plant

SS Chouhan, UP Singh, S Jain - Neural Computing and Applications, 2024 - Springer
Controlling plant leaves disease helps in upholding their health. This augments the overall
strength of the plant productivity both in terms of higher quality and quantity. Recently, with …

IoT-Based Real-Time Farm Management System for Smart Agriculture

J Mahapatra, RK Sahni, PK Sahoo… - … Intelligence Techniques in …, 2024 - Springer
There is an increasing global demand for food while the resources available are reducing
day by day. Adopting proper management technology for agriculture helps in efficient …

Fruit Counting and Analysis Using Artificial Intelligence Approaches

R Anand, SS Nalla, S Nasreen, M Chowdhury… - … Techniques in Smart …, 2024 - Springer
This chapter explores how smart technology, like artificial intelligence (AI), can help farmers
count and understand fruits better. It discusses why counting fruits accurately is crucial for …

AI for Data-Driven Decision-Making in Smart Agriculture: From Field to Farm Management

H Mishra, D Mishra - Artificial Intelligence Techniques in Smart Agriculture, 2024 - Springer
The rise of global population and changing climatic conditions necessitate a paradigm shift
toward smarter agricultural practices. Smart agriculture, encompassing a fusion of …

Applications, Advantages, and Challenges of Artificial Intelligence in Agriculture

A Sharma, A Tewari, A Bansal - Sustaining the Global Agriculture …, 2025 - igi-global.com
The economy is significantly influenced by agriculture. Globally, the primary issue and
burgeoning topic is agriculture mechanization. The population is growing at an exponential …

Enabling Digital Platforms: Toward Smart Agriculture

DP Arun, A Mishra - Artificial Intelligence Techniques in Smart Agriculture, 2024 - Springer
Smart, sustainable farming is a new way of doing things that uses cutting-edge technologies
like the Internet of Things (IoT), cloud computing, and big data analytics to improve farming …

Assessing the Importance and Need of Artificial Intelligence for Precision Agriculture

SS Chouhan, UP Singh, A Saxena, S Jain - … Intelligence Techniques in …, 2024 - Springer
Abstract Innovations in Artificial Intelligence (AI) technology have made a significant impact
on the living standard of human beings. Novelties in this technology have directed the future …

Deep Learning-Based Plant Stress Diagnosis: An Optimized Generative Augmentation Model Approach

M Kaur, U Kaur - Artificial Intelligence Techniques in Smart Agriculture, 2024 - Springer
Agriculture influences economic stability and prosperity, and it is an important part of the
intricate tapestry of our country's economy. However, agricultural business has a number of …