---
datasets:
- zeahub/echonet-dynamic
language:
- en
base_model:
- MCG-NJU/videomae-base
tags:
- medical
---

This repository provides a VideoMAE-based Segmentation Model. It includes:

 - Backbone: A ViT-Base encoder pre-trained with VideoMAE on EchoNet-Dynamic.
 - Segmentation Head: A decoder designed to predict pixel-wise masks for the Left Ventricle at the end of systole and end of diastole. The input is a 16-frame video.

The coder is published via github: https://github.com/mar1lle/echo-segmentation