Deep learning has revolutionised the detection and classification of objects at sea, underpinning advances in maritime surveillance, autonomous navigation and environmental monitoring. Convolutional ...

In real-world market environments, publicly available vegetable datasets rarely include both fresh and defective samples, as most existing collections are captured under controlled laboratory settings ...

A sweeping review of 1,081 studies from 2014 to 2024 shows convolutional neural networks rapidly becoming the world's leading ...

The novel technique is based on the VarifocalNet deep-learning object detection framework, which was reportedly tweaked to achieve quicker and more accurate results. Compared to other such methods, ...

However, not all innovations are equal and nor do they follow a constant upward trend. Instead, their evolution takes the form of an S-shaped curve that reflects their typical lifecycle from early ...