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---
datasets:
- kits2019
pipeline_tag: image-segmentation
tags:
- arxiv:1606.06650
---
# 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] |