Object Detection is the task of classification and localization of objects in an image or video.
It has gained prominence in recent years due to its widespread applications. This article …

The ocean is an important ecosystem, and aquatic animals play an important role in the
biological world, especially in aquaculture. How to accurately and intelligently recognise …

Transmission power lines are essential to supply electrical energy to consumption centers.
Keeping a reliable transmission system requires the early identification of faults. Image …

With the recent development of drone technology, object detection technology is emerging,
and these technologies can also be applied to illegal immigrants, industrial and natural …

The proposal of deep neural network achieves intelligent detection of abnormal fish
behaviors. However, with the increase of network depth, the defects of large training memory …

In aquaculture, Behavioral monitoring of fish contributes to scientific management and
reduces the threat of loss from disease and stress. Fish tracking technology plays an …

This study optimized the latest YOLOv5 framework, including its subset models, with training
on different datasets that differed in image contrast and cloudiness to assess model …

Special behavior detection of fish is an effective way to ensure fish welfare and improve the
intelligent level of aquaculture. However, due to the influence of the breeding environment …

Automatic detection of potato multi-type defects remains a challenge because of the
diversification in defect size and visual similarity among multi-type defects. In this study, an …

Understanding the ecological environment, population abundance, and growth status of
marine organisms in the marine fishery is important to promote its sustainability. However …