Image semantic segmentation is ubiquitously used in scene understanding applications, such as AI Camera, which require high accuracy and efficiency. Deep learning has significantly advanced the ...

object detection vs. semantic segmentation (credit: codebasics). The complexity of convolutional neural networks (CNN), the deep learning architecture commonly used in computer vision tasks ...

The transformer-based semantic segmentation approaches ... In brief, the network's overall feature learning and characterization capabilities are further improved by enhancing the long-distance ...