The transformer-based semantic segmentation approaches, which divide the image into different regions by sliding windows and model the relation inside each window, have achieved outstanding success.

Six members of Facebook AI Research (FAIR) tapped the popular Transformer neural network architecture to create end-to-end object detection AI, an approach they claim streamlines the creation of ...

New AI-based segmentation and measurement tool for detecting objects of interest and their boundaries quickly and automatically makes it easier to make better treatment decisions. MPEG-4 Video ...

Vision transformers (ViTs) are powerful artificial intelligence (AI) technologies that can identify or categorize objects in images -- however, there are significant challenges related to both ...

Nvidia using hybrid architecture with MambaVision to revolutionize Computer Vision. Traditional Vision Transformers (ViT) have dominated high-performance computer vision for the last several years ...