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README.md
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---
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datasets:
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- zeahub/echonet-dynamic
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language:
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- en
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base_model:
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- MCG-NJU/videomae-base
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tags:
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- medical
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---
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This repository provides a VideoMAE-based Segmentation Model. It includes:
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Backbone: A ViT-Base encoder pre-trained with VideoMAE on EchoNet-Dynamic.
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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.
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The coder is published via github: https://github.com/mar1lle/echo-segmentation
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