Disease Detection in Grape Cultivation Using Strategically Placed Cameras and Machine Learning Algorithms with a Focus on Powdery Mildew and Blotches

KH Khan, A Aljaedi, MS Ishtiaq, H Imam… - IEEE …, 2024 - ieeexplore.ieee.org
Grape cultivation faces various challenges, such as pests, management, fertilizer quality,
and diseases caused by bacteria, fungi, and viruses. Notably, powdery mildew and blotches …

Classification of Industrial and Commercial Facilities Using Machine Learning Techniques

G Serkan, TA CENGEL, T OZTURK… - Intelligent Methods In …, 2024 - imiens.org
The performance of machine learning algorithms for the automatic classification of industrial
and commercial facilities were examined within the scope of this project. A dataset …

Integration of Deep Learning with Fox Optimization Algorithm for Early Detection and Classification of Tomato Leaf and Fruit Diseases

K Sundaramoorthi, M Kamarasan - Engineering, Technology & Applied …, 2025 - etasr.com
Tomato is a common vegetable crop extensively cultivated in the farming lands in India. The
hot climate of India is perfect for its development, but particular weather conditions along …

Classification of Sugarcane Leaf Disease with AlexNet Model

R KURSUN, ET YASIN… - … Conference on Intelligent …, 2024 - proceedings.icisna.org
This study evaluates the influence of activation functions on the performance of the AlexNet
deep learning model in classifying sugarcane diseases. Two popular activation functions …

[PDF][PDF] Optimized Classification of Cotton Leaf Diseases Using Machine Learning and Feature Selection Techniques

R KURSUN, M KOKLU - AGRI-INTELLIGENCE - researchgate.net
Cotton (Gossypium) is an annual plant grown in various regions of the world. The most
valuable part of this plant is its structure, known as the" cotton cocoon". Cotton cocoons have …

Identification of Leaf Diseases from Figs Using Deep Learning Methods

Y Karatas, E Yasin, TA Çengel, B Gencturk… - Selcuk Journal of …, 2024 - dergipark.org.tr
Early detection of plant diseases is of great importance for agricultural production and plant
health. Early detection is important to prevent the spread of diseases and reduce agricultural …

Machine Learning Classification of Orange Features for Quality Assessment

TA Cengel, B Gencturk, E Yasin, MB Yıldız… - Selcuk Journal of … - dergipark.org.tr
Oranges are a member of the citrus family and are eaten in large quantities due to their high
vitamin C content, sweet and tart taste, and useful fiber and antioxidant qualities. Orange …