agentic AI 1domain gap reduction 1image rendering 1object detection 1synthetic data generation 1virology imaging 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Metric-Guided Synthetic Image Data Rendering for Deep Learning compatible with Agentic AI
Martina Radoynova, Samuel Pantze, Trina De +2
The paper introduces GraNatPy, a Python toolkit that uses quantitative metrics to improve the realism and diversity of synthetically rendered images for training deep learning visi…
cs.CV2025
Single-shot Star-convex Polygon-based Instance Segmentation for Spatially-correlated Biomedical Objects
Trina De, Adrian Urbanski, Artur Yakimovich
Biomedical images often contain objects known to be spatially correlated or nested due to their inherent properties, leading to semantic relations. Examples include cell nuclei bei…