Deep learning in agriculture: A survey

A Kamilaris, FX Prenafeta-Boldú - Computers and electronics in agriculture, 2018 - Elsevier
… entered also the domain of agriculture. In this paper, we … deep learning techniques, applied
to various agricultural and food production challenges. We examine the particular agricultural

Deep learning applications in agriculture: A short review

L Santos, FN Santos, PM Oliveira, P Shinde - Robot 2019: Fourth Iberian …, 2020 - Springer
Deep learning (DL) incorporates a modern technique for … Deep learning is a recent tool
in the agricultural domain, being … deep learning techniques applied to various agricultural

[HTML][HTML] Applications of deep learning for dense scenes analysis in agriculture: A review

Q Zhang, Y Liu, C Gong, Y Chen, H Yu - Sensors, 2020 - mdpi.com
… Therefore, this section introduces the application of DL in dense scenes in agriculture. Table
2 shows the applications of deep learning networks in dense images in different agricultural

[HTML][HTML] Smart agriculture applications using deep learning technologies: A survey

M Altalak, M Ammad uddin, A Alajmi, A Rizg - Applied Sciences, 2022 - mdpi.com
… of AI and deep learning in agriculture and its future potential. We also investigated the
agricultural parameters monitored by IoTs and used them to feed the deep learning algorithms for …

Deep learning for smart agriculture: Concepts, tools, applications, and opportunities

N Zhu, X Liu, Z Liu, K Hu, Y Wang, J Tan… - … Journal of Agricultural …, 2018 - ijabe.org
… Research on DL applications in agriculture is summarized … in agriculture to better understand
DL algorithms and learn major … in agriculture, and thus promote DL applications effectively. …

A survey of deep learning in agriculture: techniques and their applications

C Ren, DK Kim, D Jeong - Journal of Information Processing …, 2020 - koreascience.kr
… to both theoretical research and applications for a variety of image … deep learning techniques
to the agriculture domain. Different types of deep neural network architectures in agriculture

[PDF][PDF] Deep learning in agriculture: a review

P Bharman, SA Saad, S Khan, I Jahan… - Asian J. Res …, 2022 - researchgate.net
… reviewed the application of DL in agriculture. Several relevant … successfully utilized in the
agricultural sector. Researchers … an application that has a direct connection to agriculture and …

Monitoring agriculture areas with satellite images and deep learning

TT Nguyen, TD Hoang, MT Pham, TT Vu… - Applied Soft …, 2020 - Elsevier
… Then, we discuss the topic of deep learning methods for remote mapping. Finally, we
compare the functionality of our approach against existing solutions and classifiers. …

[PDF][PDF] Deep learning-based classification of fruit diseases: An application for precision agriculture

IM Nasir, A Bibi, JH Shah, MA Khan… - Comput. Mater …, 2021 - cdn.techscience.cn
… Abstract: Agriculture is essential for the economy … deep neural network and contour
feature-based approach to classify fruits and their diseases. A fine-tuned, pretrained deep learning

[HTML][HTML] Review of machine learning and deep learning models in agriculture

F Bal, F Kayaalp - International Advanced Researches and …, 2021 - dergipark.org.tr
Deep learning, which is of great interest in the field of artificial intelligence, has come to the
… studies on deep learning and machine learning in agriculture applications were examined. …