gillesvdv/augmented_camus_seg

By gillesvdv · ↓ 0 · ♥ 0 · Updated 2025-10-16

What's in this repo

This page lists the files in gillesvdv/augmented_camus_seg, including augmented_camus_seg.onnx.

1 ONNX models (.onnx files)
3 files, including 1 .md, 1 .onnx
Last updated 2025-10-16

ONNX files

File	Size	Download
augmented_camus_seg.onnx	—	Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

If you use this model, you should cite the following work: Van De Vyver, Gilles, et al. "Generative augmentations for improved cardiac ultrasound segmentation using diffusion models." arXiv preprint arXiv:2502.20100 (2025).

The repo contains a nnU-Net model for cardiac segmentatoin on apical two and four chamber views. It segments the LV and Myocardium

This model is trained on the augmented CAMUS dataset.

Model info

onnx arxiv:2502.20100 license:mit region:us

↓ 0 ♥ 0

Created: 2025-09-17

Updated: 2025-10-16

View on Hugging Face

Files (3)

.gitattributes

README.md

augmented_camus_seg.onnx ONNX

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