Automatic image annotation for fluorescent cell nuclei segmentation.

Dataset annotation is a time and labor-intensive task and an integral requirement for training and testing deep learning models. The segmentation of images in life science microscopy requires annotated image datasets for object detection tasks such as instance segmentation. Although the amount of an...

Full description

Bibliographic Details
Main Authors: Fabian Englbrecht, Iris E Ruider, Andreas R Bausch
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0250093