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

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 ...

Over the past decade, advancements in machine learning (ML) and deep learning (DL) have revolutionized segmentation accuracy.

“Unlike conventional deep learning-based semantic segmentation methods, the proposed methodology predicts a fine-tuned mask by employing Bayesian learning, leading to the improvement in overall ...

With the application of deep learning in recent years, polyp segmentation has achieved great progress over cruder traditional methods. But even here, there remain two main challenges.