Abstract: Cascade is a classic yet powerful architecture that has boosted performance on various tasks. However, how to introduce cascade to instance segmentation remains an open question. A simple ...

FCIS is a fully convolutional end-to-end solution for instance segmentation, which won the first place in COCO segmentation challenge 2016. FCIS is initially described in a CVPR 2017 spotlight paper.

Abstract: Instance segmentation and classification of nuclei is an impor-tant task in computational pathology. We show that StarDist, a deep learning nuclei segmentation method originally devel-oped ...

**[IMPORTANT] Since June 2023, the AWS CLI includes the ssh command. The AWS CLI ssh command allows you to connect to your instances directly over the internet or to instances in a private subnet ...