Systematic literature review: application of deep learning processing technique for fig fruit detection and counting

ASF Kamaruzaman, AIC Ani, MAHM Farid… - Bulletin of Electrical …, 2023 - beei.org
Deep learning has shown much promise in target identification in recent years, and it's
becoming more popular in agriculture, where fig fruit detection and counting have become …

Empowering Vertical Farming through IoT and AI-Driven Technologies: A Comprehensive Review

AS Rathor, S Choudhury, A Sharma, P Nautiyal… - Heliyon, 2024 - cell.com
The substantial increase in the human population dramatically strains food supplies.
Farmers need healthy soil and natural minerals for traditional farming, and production takes …

[HTML][HTML] Crop diagnostic system: A robust disease detection and management system for leafy green crops grown in an aquaponics facility

R Abbasi, P Martinez, R Ahmad - Artificial Intelligence in Agriculture, 2023 - Elsevier
Crops grown on aquaponics farms are susceptible to various diseases or biotic stresses
during their growth cycle, just like traditional agriculture. The early detection of diseases is …

Paddy seed variety classification using transfer learning based on deep learning

D Jaithavil, S Triamlumlerd… - 2022 International …, 2022 - ieeexplore.ieee.org
Classification of paddy seed varieties is a critical task that determines the price and quality of
rice in the market. Deep learning methods that have been successfully applied in different …

Data-driven modeling for crop growth in plant factories

Z Lin, S Wang, R Fu, KC Ting, T Lin - Sensing, data managing, and control …, 2022 - Springer
Plant factories, also known as vertical farms, are next-generation agricultural systems that
integrate various modern technologies. They are almost completely insulated from the …

Apple fruit disease detection for hydroponic plants using leading edge technology machine learning and image processing

KL Kamala, SA Alex - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
An Apple is also kind of fruit that can be cultivated through Hydroponic farming. The apple
fruit that are been cultivated through soil has a less sweet taste when compared to …

Elucidation of Intelligent Classification Framework for Hydroponic Lettuce Deficiency using Enhanced Optimization Strategy and Ensemble Multi-Dilated Adaptive …

MH Abidi, S Chintakindi, AU Rehman… - IEEE …, 2024 - ieeexplore.ieee.org
Recent technological breakthroughs enable academics to suggest automating hydroponic
farms to increase productivity and reduce workforce requests, hence improving agricultural …

Self-Organized Wireless Sensor Network (SOWSN) for Dense Jungle Applications

GPN Hakim, MH Habaebi, MR Islam, A Alghaihab… - IEEE …, 2023 - ieeexplore.ieee.org
To facilitate wireless sensor networks deployment in dense jungle environments, the
challenges of unreliable wireless communication links used for routing data between nodes …

Application of Deep Learning for Fig Fruit Detection in The Wild

A Kamaruzaman, M Farid, CAA Izhar… - … on Emerging Smart …, 2022 - ieeexplore.ieee.org
This paper proposes an appropriate detection approach based on a deep learning
methodology to accomplish fast and effective detection and localization of fig fruits in …

Non-destructive Detection and Classification of Multiple Lactuca sativa Varieties with Leaf Occlusions Using Deep Learning

JM Tan, M Lubag, GR Mababangloob… - 2023 IEEE 15th …, 2023 - ieeexplore.ieee.org
Lettuce (Lactuca sativa) can lose its freshness quality during post-harvest due to
degradation caused by chemical reactions. Preserving its freshness requires proper storage …