Agriculture has undergone a remarkable transformation, transitioning from traditional
methods that were used for centuries to technology-driven practices. The advent of image …

Plant diseases impact extensively on agricultural production growth. It results in a price hike
on food grains and vegetables. To reduce economic loss and to predict yield loss, early …

All over the world, bananas are one of the most common fruits. It accounts for nearly 16% of
global fruit production. However, every year, a large amount of banana yield losses occur …

The overarching goal of smart farming is to propose pioneering solutions for future
sustainability of humankind. It is important to recognize the image captured for monitoring …

Plant disease detection has made significant strides thanks to the emergence of deep
learning. However, existing methods have been limited to closed-set and static learning …

Over the past decade, an abundance of research has been conducted in the area of
agricultural technology and innovations. The Internet of Things (IoT) has demonstrated its …

Abstract According to the Indian Food and Agriculture Organizations (FAO), agricultural
plants can disrupt the prospect of a worldwide productivity loss of about 20–40%. To avoid …

Accurate and timely identification of banana leaf diseases is very important for effective
disease control, because such diseases are some of the most serious threats to agricultural …

In the global marketplace, agriculture plays an important role. However, diseases produced
in plants mostly affect the financial system. Pest occurrence and climatic changes are the …

In order to realize fast and accurate search of sensitive regions in remote sensing images,
we propose a multi-functional faster RCNN based on multi-scale feature fusion model for …