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

Deep learning has revolutionised object detection by enabling end-to-end trainable systems that learn both feature representation and localisation. Early two-stage detectors extracted region proposals ...

Researchers built a low-cost pavement inspection pipeline from smartphones, a denoising diffusion model, and YOLOv11m, ...

A systematic experimental study in Artificial Intelligence Review finds detector improvements deliver more than 10 percent ...

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 ...