InfoQ

Google Launches Colab CLI for Developers, Automation, and AI Agents

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

Determination of the Pavement Surface Degradation Index Using the Instance Segmentation Method ()

1 Laboratory of Studies and Tests in Civil Engineering (L2EGC), National University of Sciences, Technologies, Engineering and Mathematics, Abomey, Benin. 2 Laboratory of Applied Energetic and ...
GitHub

Medical Image Segmentation Pipeline

This repository provides an end-to-end pipeline for medical image segmentation using deep learning. Implemented in Python with TensorFlow, OpenCV, and other popular libraries, this project includes ...
Nature

Single cell resolution 3D imaging and segmentation within intact live tissues

Epithelial cells form diverse structures, from squamous spherical organoids to densely packed pseudostratified folded tissues. Quantification of cellular properties in these contexts requires ...
GitHub

BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation

Please go to "Colab_BEFUnet.ipynb" for complete detail on dataset preparation and Train/Test procedure or follow the instructions below. Run the below code to train BEFUnet on the synapse dataset.
Analytics India Magazine

What is Image Registration and How does it Work?

Image registration overlays images from different sources taken at various times and angles. The process involves establishing correspondence between images to align them spatially. It is crucial in ...
Europe PMC

Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning.

A major challenge in the analysis of tissue imaging data is cell segmentation, the task of identifying the precise boundary of every cell in an image. To address this problem we constructed TissueNet, ...