by Sanksshep Mahendra Updated August 12, 2026 at 3:30 pm AI Instance Segmentation Why it matters: Instance segmentation explained: what it is, how Mask R-CNN and maskrcnn_resnet50_fpn_v2 work in PyTorch, plus real deployments and 2026 outlook.