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unet1_camus_cv1
gillesvdv/unet1_camus_cv1
unet1_camus_cv1 is a machine learning model from gillesvdv. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for tf-keras. The card lists the license as cc-by-4.0.
This model is trained on the CAMUS dataset: S. Leclerc, E. Smistad, J. Pedrosa, A. Ostvik, et al. "Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography" in IEEE Transactions on Medic…
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At a glance
- Library
- tf-keras
- License
- cc-by-4.0
- Access
- Public
- Created
- Nov 6, 2023
- Updated
- Dec 1, 2023
- SHA
- a18061a8
Model card
From the Hugging Face model README
This model is trained on the CAMUS dataset: S. Leclerc, E. Smistad, J. Pedrosa, A. Ostvik, et al. "Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography" in IEEE Transactions on Medical Imaging, vol. 38, no. 9, pp. 2198-2210, Sept. 2019. doi: 10.1109/TMI.2019.2900516
The model is the .pb version of the U-Net1 model as described in the work mentioned above. It is trained on the first split of the CAMUS dataset.
Information on the splits of the CAMUS dataset can be found at: https://github.com/gillesvntnu/GCN_multistructure/tree/main/files/subgroups_CAMUS
For the corresponding version in .onnx format, see https://huggingface.co/gillesvdv/unet1_camus_cv1_onnx
- Library
- tf-keras
- License
- cc-by-4.0
- Created
- Nov 6, 2023
- Updated
- Dec 1, 2023