Context: YOLO (You Look Only Once) is an algorithm based on deep neural networks with
real-time object detection capabilities. This state-of-the-art technology is widely available …

Transformer models are evolving rapidly in standard natural language processing tasks;
however, their application is drastically proliferating in computer vision (CV) as well …

Accurate individual tree detection by unmanned aerial vehicles (UAVs) is a critical technique
for smart forest management and serves as the foundation for evaluating ecological …

Pavement disease detection and classification is one of the key problems in computer vision
and intelligent analysis. This is an automated target detection technology with great …

Remote sensing images are widely distributed, small in object size, and complex in
background, resulting in low accuracy and slow speed of remote sensing image detection …

Visual perception systems enable autonomous vehicles to make right driving decisions in
dynamic driving environments. Traffic sign recognition is an important perception …

In the field of industrial safety, wearing helmets plays a vital role in ensuring workers' health.
Aiming at addressing the complex background in the industrial environment, caused by …

Speed limits, no entry, stoplights, turning left or right, minors crossing, heavy trucks not
passing, and many more road signs exist. Objects such as trees, automobiles, people, bikes …