[HTML][HTML] Guava disease detection using deep convolutional neural networks: A case study of guava plants
Food production is a growing challenge with the increasing global population. To increase
the yield of food production, we need to adopt new biotechnology-based fertilization …
the yield of food production, we need to adopt new biotechnology-based fertilization …
Quality evaluation in guavas using deep learning architectures: an experimental review
Determining the quality of fruit can be very challenging without the proper understanding.
There are many factors that can result in determining the quality and therefore the actual …
There are many factors that can result in determining the quality and therefore the actual …
Fruits and Vegetables Freshness Categorization Using Deep Learning.
The nutritional value of perishable food items, such as fruits and vegetables, depends on
their freshness levels. The existing approaches solve a binary class problem by classifying a …
their freshness levels. The existing approaches solve a binary class problem by classifying a …
[HTML][HTML] Advanced technologies for precision tree fruit disease management: A review
Effective disease management in tree fruit cultivation is essential for ensuring crop health,
improving yield, and minimizing economic losses. In recent years, the adoption of advanced …
improving yield, and minimizing economic losses. In recent years, the adoption of advanced …
Guava fruit (Psidium guajava) damage and disease detection using deep convolutional neural networks and thermal imaging
Guava is a fruit grown predominantly in the tropical and subtropical regions of the world. Its
skin is thin and soft. Although postharvest handling and transportation of fruits are …
skin is thin and soft. Although postharvest handling and transportation of fruits are …
Device-friendly Guava fruit and leaf disease detection using deep learning
This research presents a machine learning model that detects plant disease from images of
fruits and leaves. Five state-of-the-art machine learning models are used in this research …
fruits and leaves. Five state-of-the-art machine learning models are used in this research …
[PDF][PDF] Trends in Machine and Deep Learning Techniques for Plant Disease Identification: A Systematic Review
DC Rodríguez-Lira, DM Córdova-Esparza… - Agriculture, 2024 - researchgate.net
This review explores the use of machine learning (ML) techniques for detecting pests and
diseases in crops, which is a significant challenge in agriculture, leading to substantial yield …
diseases in crops, which is a significant challenge in agriculture, leading to substantial yield …
Classification of Guava Leaf Disease using Deep Learning
A DOUTOUM, R ERYİĞİT… - World Scientific and …, 2023 - avesis.ankara.edu.tr
A higher percentage of crops are affected by diseases, posing a challenge to agricultural
production. It is possible to increase productivity by detecting and forecasting diseases early …
production. It is possible to increase productivity by detecting and forecasting diseases early …
Automatic detection and classification of disease in citrus fruit and leaves using a customized CNN based model
El avance y desarrollo comercial de India dependen en gran medida de la agricultura. Un
tipo de fruta comunmente cultivada en entornos tropicales es el cítrico. Se requiere un juicio …
tipo de fruta comunmente cultivada en entornos tropicales es el cítrico. Se requiere un juicio …
Detection of Guava Fruit Disease through a Unified Deep Learning Approach for Multi-classification
Guava is a popular fruit grown widely in India and is also the largest guava exporter globally.
With an annual production of 21.8 million tonnes, ensuring the quality of guava fruit by …
With an annual production of 21.8 million tonnes, ensuring the quality of guava fruit by …