EfficientRMT-Net—An Efficient ResNet-50 and Vision Transformers Approach for Classifying Potato Plant Leaf Diseases

K Shaheed, I Qureshi, F Abbas, S Jabbar, Q Abbas… - Sensors, 2023 - mdpi.com
The primary objective of this study is to develop an advanced, automated system for the
early detection and classification of leaf diseases in potato plants, which are among the most …

[HTML][HTML] Cross-comparative review of Machine learning for plant disease detection: apple, cassava, cotton and potato plants

JD Omaye, E Ogbuju, G Ataguba, O Jaiyeoba… - Artificial Intelligence in …, 2024 - Elsevier
Plant disease detection has played a significant role in combating plant diseases that pose a
threat to global agriculture and food security. Detecting these diseases early can help …

Potato surface defect detection based on deep transfer learning

C Wang, Z Xiao - Agriculture, 2021 - mdpi.com
Food defect detection is crucial for the automation of food production and processing. Potato
surface defect detection remains challenging due to the irregular shape of potato individuals …

Deep network with score level fusion and inference-based transfer learning to recognize leaf blight and fruit rot diseases of eggplant

MR Haque, F Sohel - Agriculture, 2022 - mdpi.com
Eggplant is a popular vegetable crop. Eggplant yields can be affected by various diseases.
Automatic detection and recognition of diseases is an important step toward improving crop …

Enhancing crop productivity with fined-tuned deep convolution neural network for Potato leaf disease detection

P Mhala, A Bilandani, S Sharma - Expert Systems with Applications, 2024 - Elsevier
Potato plants (Solanum tuberosum) are prone to various diseases that result in substantial
economic losses for farmers. This research presents a deep learning-based approach to …

Optimized Deep Learning for Potato Blight Detection Using the Waterwheel Plant Algorithm and Sine Cosine Algorithm

AM Elshewey, SM Tawfeek, AA Alhussan, M Radwan… - Potato Research, 2024 - Springer
Potato blight, sometimes referred to as late blight, is a deadly disease that affects
Solanaceae plants, including potato. The oomycete Phytophthora infestans is causal agent …

KI-basiertes Computer-Vision-System zur Qualitäts-und Größenbestimmung von Kartoffeln

A Schliebitz, H Graf, T Wamhof, H Tapken, A Gertzen - 2023 - dl.gi.de
Zusammenfassung Diese Arbeit untersucht die Weiterentwicklung einer
stichprobenbasierten zu einer kontinuierlichen Qualitätsmessung von Kartoffellieferungen …

An enhanced deep learning model for high-speed classification of plant diseases with bioinspired algorithm

A Ahila, V Prema, S Ayyasamy… - The Journal of …, 2024 - Springer
Agriculture is one of the most crucial aspects of a nation's growth. However, the quality and
quantity of crop yield are severely affected by various plant diseases. Plant diseases must …

A Review on Potato Disease Detection and Classification by exploiting Deep Learning Techniques

K Hamza, S un Nisa, G Irshad - Journal of Agriculture and Veterinary …, 2022 - rootspress.org
The edible potato comes in fifth for human consumption and fourth among main food crops.
Since it is a crop that is vegetative grown, many pests and disease can be passed along …

[PDF][PDF] Modelling of energy demand prediction system in potato using deep learning method. Res

R Sigalingging, NP Sebayang, NS Vinolina… - Agr …, 2024 - rae.agriculturejournals.cz
Agriculture and energy are intricately connected, with agriculture being a significant energy
consumer and supplier. In this comprehensive study, SPSS and Jupyter Notebook were …