Medical image segmentation, the task of tracing the exact outlines of lesions, polyps, and blood vessels in clinical scans, has long been dominated by a trade-off. Convolutional networks excel at ...

When it comes to generative AI news, Meta has taken somewhat of a backseat as of late. However, on Wednesday, the tech giant unveiled research on image segmentation that could have a large impact on ...

Training an artificial intelligence system to outline every object in a photograph usually demands thousands of painstakingly annotated images, with humans tracing pixel-perfect boundaries around ...

Image annotation can tell a model very different things about a picture. A box can show where a car is. A polygon can follow its outline. And if the model ...

Not all image labels are the same. There are a lot of different image annotation techniques. And the choice of the right one ...

Deep learning cell segmentation has turned one of biological imaging's most tedious tasks, tracing every cell or nucleus in a field of view by hand, into a largely automated step. Cellpose and ...