AI algorithm identifies cells across diverse biological images, cutting hours of manual labeling

Imaging is a critical technique in biology—from identifying cancerous cells in biopsies to observing how immune cells like ...
eLife

Distinct allosteric remodeling of HIV-1 Env dynamics on virions by gp41-directed antibodies reveals two modes of neutralization

HIV-1 envelope glycoprotein (Env), a gp120–gp41 trimer, undergoes coordinated conformational changes that drive membrane fusion and allow immune evasion by transiently concealing ...
IEEE

AMITA: Attribute-Guided Masked Image-Text Alignment for Multi-Label Image Representation

Abstract: Multi-label image classification, which involves recognizing multiple objects within a single image, is a fundamental task in computer vision. Recently, Visual-Language Models (VLMs) have ...
IEEE

Optimal Graph Learning-Based Label Propagation for Cross-Domain Image Classification

Abstract: Label propagation (LP) is a popular semi-supervised learning technique that propagates labels from a training dataset to a test one using a similarity graph, assuming that nearby samples ...
GitHub

Image labelling tool for computer vision tasks, annotation in format of Ultralytics YOLO

Create and activate a Python virtual environment. Run the following command in terminal. A lightweight, self-hosted image annotation tool built with Flask and vanilla JavaScript. Designed for small-to ...