Instance segmentation

Instance segmentation
Instance segmentation, computer vision

Instance segmentation is a computer vision task that identifies and delineates individual object instances in an image at the pixel level. Key aspects:

Approaches include:

Applications involve robotics, medical imaging, surveillance, and augmented reality. Challenges include handling occlusion and slow inference speeds.

Deep learning driven by large annotated datasets has enabled major advances in instance segmentation accuracy and robustness.

See also: