[HTML][HTML] Small pests detection in field crops using deep learning object detection

S Khalid, HM Oqaibi, M Aqib, Y Hafeez - Sustainability, 2023 - mdpi.com
Deep learning algorithms, such as convolutional neural networks (CNNs), have been widely
studied and applied in various fields including agriculture. Agriculture is the most important …

A mobile-based system for maize plant leaf disease detection and classification using deep learning

F Khan, N Zafar, MN Tahir, M Aqib, H Waheed… - Frontiers in Plant …, 2023 - frontiersin.org
Artificial Intelligence has been used for many applications such as medical, communication,
object detection, and object tracking. Maize crop, which is the major crop in the world, is …

Towards deep learning based smart farming for intelligent weeds management in crops

MA Saqib, M Aqib, MN Tahir, Y Hafeez - Frontiers in Plant Science, 2023 - frontiersin.org
Introduction Deep learning (DL) is a core constituent for building an object detection system
and provides a variety of algorithms to be used in a variety of applications. In agriculture …

Cucumber picking recognition in near-color background based on improved YOLOv5

L Su, H Sun, S Zhang, X Lu, R Wang, L Wang, N Wang - Agronomy, 2023 - mdpi.com
Rapid and precise detection of cucumbers is a key element in enhancing the capability of
intelligent harvesting robots. Problems such as near-color background interference, branch …

ResdenseNet: a lightweight dense ResNet enhanced with depthwise separable convolutions and its applications for early plant disease classification

J Nagpal, L Goel - Neural Computing and Applications, 2025 - Springer
In recent years, artificial intelligence has undergone robust development, leading to the
emergence of numerous autonomous AI applications. However, a crucial challenge lies in …

Enhancing Precision Agriculture with Machine Learning and Image Processing: A Comparative Evaluation of YOLO and RCNN for Weed Identification and Detection

SK Tadepalli, S Salvadi, A Kambhatla… - … , Human Cognition, and …, 2025 - Springer
Agriculture is one of the origins of mortal food in this world. Currently due to the growing
population, we need the lesser productive capability of the husbandry to meet the demands …

Processing: A Comparative Evaluation

SK Tadepalli, S Salvadi, A Kambhatla… - … , Human Cognition, and … - books.google.com
Agriculture is one of the origins of mortal food in this world. Currently due to the growing
population, we need the lesser productive capability of the husbandry to meet the demands …