BBBC038v1（BBBC038v1 from Broad Bioimage Benchmark Collection）

各种设置下细胞的生物图像测试细胞核分割的鲁棒性。
此图像数据集包含大量分割的核图像，是为Booz Allen Hamilton赞助的Kaggle 2018数据科学碗创建的，并带有现金奖励。该图像集是在计算机视觉和机器学习中应用新颖且最前沿的方法来从广泛的生物环境中分割属于细胞的核的试验场。

This dataset is intended to evaluate the robustness of nuclear segmentation algorithms using biological cell images across diverse experimental conditions. This image dataset includes a large corpus of segmented nuclear images, which was developed for the 2018 Kaggle Data Science Bowl sponsored by Booz Allen Hamilton, which offers cash prizes. This image set functions as a testbed for applying novel, state-of-the-art computer vision and machine learning methods to segment cell nuclei from a broad array of biological contexts.

搜集汇总

背景与挑战

背景概述

BBBC038v1是一个用于测试细胞核分割鲁棒性的生物图像数据集，包含大量分割的核图像。它最初为Kaggle 2018数据科学碗创建，旨在为计算机视觉和机器学习领域提供细胞核分割方法的研究试验场。