Google Colab has taken the data science community by storm. This powerful tool, developed by Google, allows users to write and execute Python code in a web-based environment, making it exceptionally ...

Google has announced the Google Colab CLI, a command-line tool that allows developers and AI agents to interact with remote ...

Recent years have witnessed great advances in applying deep learning to improve fluorescence microscopy imaging. However, enhancing the fidelity of image restoration networks and improving their ...

The performance gap between unsupervised segmentation models and SAM can be significantly reduced. UnSAM not only advances the state-of-the-art in unsupervised segmentation by 10% but also achieves ...

Abstract: In this paper, we introduce a novel approach for active contours with free endpoints. A scheme for image segmentation is presented based on a discrete version of the Mumford-Shah functional ...

Abstract: In image processing, segmentation algorithms constitute one of the main focuses of research. In this paper, new image segmentation algorithms based on a hard version of the information ...

This work presents a valuable new approach for self-supervised segmentation for fluorescence microscopy data, which could eliminate time-consuming data labeling and speed up quantitative analysis. The ...

US-based predictive analytics specialist AnalyticsIQ has partnered with consumer segmentation firm Claritas, allowing clients to use the latter's PRIZM Premier segmentation codes combined with ...