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license: gpl-2.0
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This repository contains 3 models, corresponding to the ones described in *Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis*. Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas Day, Reza Razavi, Alberto Gomez, Paul Leeson and Bernhard Kainz. MICCAI 2023.

To see all the details, refer to the corresponding github repository: [https://github.com/HReynaud/EchoDiffusion](https://github.com/HReynaud/EchoDiffusion).

The available models are:
* 1SCM: Single Stage Cascade Model
* 2SCM: Two Stage Cascade Model
* 4SCM: Four Stage Cascade Model

All weights files contain the weights of all the diffusion model in the cascade.<br/>
To see a demo of the 1SCM, head to [https://huggingface.co/spaces/HReynaud/echocardiogram-video-diffusion](https://huggingface.co/spaces/HReynaud/echocardiogram-video-diffusion).

In each model folder, you will find:
- `config.yaml`: the configuration file associated to the model. It contains the hyperparameters of the model.
- `merged.pt`: the weight file containing all the models in the cascade for that model (ex. 4 models for the 4SCM).