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3dunet
EclipseAidge/3dunet
3dunet is a image segmentation model from EclipseAidge. Use it for the image segmentation task on the model card, and read the license before you ship it in a product.
- Origin: https://github.com/mlcommons/inference/tree/master/vision/medicalimaging/3d-unet-kits19 - Article: https://arxiv.org/abs/1606.06650
Access
Public
Updated Oct 28, 2025
Repo size
125 MB
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Repo makeup
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.onnx125 MB · 100%
At a glance
- Task
- Image Segmentation
- Access
- Public
- Created
- Jan 13, 2025
- Updated
- Oct 28, 2025
- SHA
- 125d28f8
Datasets
Model card
From the Hugging Face model README
3D U-Net
- Origin: https://github.com/mlcommons/inference/tree/master/vision/medical_imaging/3d-unet-kits19
- Article: https://arxiv.org/abs/1606.06650
Model
- ONNX
- opset: 12
- operators: 155 (6 types)
- Concat: 5
- Producer: 78
- ReLU: 22
- Conv: 23
- ConvTranspose: 5
- InstanceNormalization: 22
KITS 2019 (602x512x512)
- Opset: 12
- Source: PyTorch
- Input:
- size: [N,1,128,128,128]
- format: NCHWZ
- Output:
- size: [N,3,128,128,128]
- Task
- Image Segmentation
- Created
- Jan 13, 2025
- Updated
- Oct 28, 2025