A novel deep learning model for detection of severity level of the disease in citrus fruits

P Dhiman, V Kukreja, P Manoharan, A Kaur… - Electronics, 2022 - mdpi.com
… of disease in citrus fruits in a multi-classification framework using a deep learning model in
this … prior to the transportation of fruits to mitigate the presence of citrus damaged by them. A …

Recent advancement in postharvest loss mitigation and quality management of fruits and vegetables using machine learning frameworks

A Singh, G Vaidya, V Jagota, DA Darko… - Journal of Food …, 2022 - Wiley Online Library
… grains and fruits are also damaged and wasted which is also … As we know, the demands for
processed and packed food are … The report is unrealistic in terms of reducing food waste [24, …

Improved classification approach for fruits and vegetables freshness based on deep learning

M Mukhiddinov, A Muminov, J Cho - Sensors, 2022 - mdpi.com
… of using deep learning to detect and categorize fruits. The … or insect damage, rottenness, and
scarring. The CNN-based … 11] was used to categorize fruits and vegetables as fresh or rotten…

Machine learning-based digital twin for monitoring fruit quality evolution

TY Melesse, M Bollo, V Di Pasquale, F Centro… - Procedia Computer …, 2022 - Elsevier
… Around the globe, the volume of food waste is estimated to be … to monitor and detect the
physical damage of fruits during the … SAP Intelligent service is used for image classification and …

Recent advances in reducing food losses in the supply chain of fresh agricultural produce

DI Onwude, G Chen, N Eke-Emezie, A Kabutey… - Processes, 2020 - mdpi.com
… employed to reducing the quality loss of fruits and vegetables … the use of an electronic nose
(an instrument used to detectdamage the packaging material or the fresh produce itself. …

Emerging non-destructive imaging techniques for fruit damage detection: Image processing and analysis

NK Mahanti, R Pandiselvam, A Kothakota… - Trends in Food Science …, 2022 - Elsevier
… The mechanical damage of freshly harvested fruits significantly … Apart from the classification
models, prediction models also … X-ray CT imaging is a novel non-invasive machine vision …

Automatic fruits freshness classification using CNN and transfer learning

U Amin, MI Shahzad, A Shahzad, M Shahzad, U Khan… - Applied Sciences, 2023 - mdpi.com
… a novel and automatic fruit freshness classification method … can also be used to know the
fruits freshness level when they … of fruits so that the farmers will easily judge fresh and rotten fruit

[HTML][HTML] Waste management using an automatic sorting system for carrot fruit based on image processing technique and improved deep neural networks

A Jahanbakhshi, M Momeny, M Mahmoudi, P Radeva - Energy Reports, 2021 - Elsevier
… address the problem of classification of carrot fruit in order to … In this study, fresh carrot fruits
were purchased from a farmer … as well as surface damage caused by diseases and pests, …

Hyperspectral Imaging and Related Machine Learning for Postharvest Bruise Damage Detection and Analysis of Fresh Food Produce

UL Opara, EE Okere, A Ambaw - Mechanical Damage in Fresh …, 2024 - Springer
… contributes to the incidence of postharvest losses and food waste … This study also showed
that damaged fruit were more … ) models to classify mushroom tissue into casing soil damaged, …

A novel technology to monitor effects of ethylene on the food products' supply chain: a deep learning approach

MA Amani, N Aghamohammadi - International Journal of Environmental …, 2024 - Springer
… multiple classes classification system by CNN with an accuracy %74.29 to detect apple fruit.
… , due to ethylene escalation from rotten fruits, which leads to rot in the healthy fruits, artificial …