mar1lle/echo-segmentation
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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