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Fruit and vegetable disease detection and classification: Recent trends, challenges, and future opportunities
S Gupta, AK Tripathi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Fruits and vegetables are major sources of nutrients for the majority of the population across
the globe. With the rapid increase in population, the objectives of the future agro-industry are …
the globe. With the rapid increase in population, the objectives of the future agro-industry are …
[HTML][HTML] A systematic review of open data in agriculture
In this work, we perform a systematic literature review of Open Data and Public Domain
datasets in Agriculture. We use the PRISMA method to analyze the existing academic …
datasets in Agriculture. We use the PRISMA method to analyze the existing academic …
Date fruit classification for robotic harvesting in a natural environment using deep learning
An accurate vision system to classify and analyze fruits in real time is critical for harvesting
robots to be cost-effective and efficient. However, practical success in this area is still limited …
robots to be cost-effective and efficient. However, practical success in this area is still limited …
Deep learning and computer vision for estimating date fruits type, maturity level, and weight
According to the Food and Agriculture Organization, the world production of date fruits is
8,526,218 tons and around 1,302,859 tons in the Kingdom of Saudi Arabia (KSA) in 2018 …
8,526,218 tons and around 1,302,859 tons in the Kingdom of Saudi Arabia (KSA) in 2018 …
IHDS: Intelligent harvesting decision system for date fruit based on maturity stage using deep learning and computer vision
Date is the main fruit crop of the Kingdom of Saudi Arabia (KSA), approximately covering
72% of the total area under permanent crops. The Food and Agriculture Organization states …
72% of the total area under permanent crops. The Food and Agriculture Organization states …
[HTML][HTML] Date fruit dataset for intelligent harvesting
The date palm is one of the most valuable fruit trees in the world. Most methods used for
date fruit inspection, harvesting, grading, and classification are manual, which makes them …
date fruit inspection, harvesting, grading, and classification are manual, which makes them …
A survey of computer vision technologies in urban and controlled-environment agriculture
In the evolution of agriculture to its next stage, Agriculture 5.0, artificial intelligence will play a
central role. Controlled-environment agriculture, or CEA, is a special form of urban and …
central role. Controlled-environment agriculture, or CEA, is a special form of urban and …
Enabling two-way communication of deaf using Saudi sign language
Disabled people are facing many difficulties communicating with others and involving in
society. Modern societies have dedicated significant efforts to promote the integration of …
society. Modern societies have dedicated significant efforts to promote the integration of …
Autonomous smart palm tree harvesting with deep learning-enabled date fruit type and maturity stage classification
J Yousaf, Z Abuowda, S Ramadan, N Salam… - … Applications of Artificial …, 2025 - Elsevier
This work proposes an innovative autonomous system based on intelligent deep-transfer
learning for the sustainable harvesting of palm trees. The machine learning-based …
learning for the sustainable harvesting of palm trees. The machine learning-based …
Date fruit detection and classification based on its variety using deep learning technology
A Almutairi, J Alharbi, S Alharbi, HF Alhasson… - IEEE …, 2024 - ieeexplore.ieee.org
There are many types of date fruits, each with similar physical properties and slight
differences in color, shape, and fleshiness. Due to the many attributes to consider …
differences in color, shape, and fleshiness. Due to the many attributes to consider …