AttendSeg is a new neural network architecture from DarwinAI designed to perform image segmentation on low-power/capacity computing devices.

ScaleRSNet is a deep learning model designed for semantic segmentation of remote sensing imagery. It combines multi-scale context aggregation with attention mechanisms to effectively capture features ...

Continual Semantic Segmentation (CSS) requires learning new classes without forgetting previously acquired knowledge, addressing the fundamental challenge of catastrophic forgetting in dense ...

In recent years, deep learning approaches have revolutionized this field, evolving from the foundational 3D U-Net architecture widely regarded as a benchmark for volumetric medical image segmentation ...