There are several factors for vehicle accidents during driving such as drivers' negligence,
drowsiness, and fatigue. These accidents can be avoided, if drivers are warned in time …

Human factors are a primary cause of vehicle accidents. Driver monitoring systems, utilizing
a range of sensors and techniques, offer an effective method to monitor and alert drivers to …

Driver fatigue detection is critical for preventing traffic accidents. However, in real driving
scenarios, low-quality input situations often occur due to occlusion, large-turn head …

The rapid and efficient detection of marine organisms through intelligent devices contributes
to the marine economy. A vital stage is the accurate processing of the images obtained by …

Context:. Drowsiness affects the driver's cognitive abilities, which are all important for safe
driving. Fatigue detection is a critical technique to avoid traffic accidents. Data sharing …

Air traffic controller fatigue has become a significant concern for flight safety. With the sharp
rise in global air traffic, it is imperative to assess controller fatigue, as it directly impacts the …

In low-resource computing contexts, such as smartphones and other tiny devices, Both deep
learning and machine learning are being used in a lot of identification systems. as …

One of the major contributors to traffic accidents is drowsy driving. Globally, there are more
people dying and sustaining deadly injuries each year. Road accidents can be avoided if …

Data Augmentation (DA) alleviates the data-space limitations by generating new instances
for training machine learning (ML) models. However, in practice, the effectiveness of the DA …

Alzheimer's disease is a neurodegenerative disease which affects the brain and causes
memory loss. Today, this is the most affected disease in the world and has been a real …