---
license: apache-2.0
tags:
- medical
- computer-vision
- image-segmentation
- vascular
- few-shot-learning
size_categories:
- 10K<n<100K
---
# Dataset Card for UniVG-58K
UniVG-58K is a large-scale vascular image dataset containing 58,689 vascular images covering five different medical imaging modalities. This dataset is specifically designed for universal few-shot vascular image segmentation tasks, supporting research and development of generative data-engine foundation models.
## Dataset Details
### Dataset Description
UniVG-58K is a comprehensive vascular image dataset that integrates content from twenty public datasets and one private dataset, ensuring diverse representation of vascular structures. The dataset supports UniVG (Generative Data-engine Foundation Model for Universal Few-shot Planar Vascular Image Segmentation) framework research, achieving efficient vascular segmentation in data-scarce scenarios through compositional learning and few-shot generative adaptation te…
