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Image Segmentation
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- language:
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- - en
 
 
 
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  ---
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- ## 3D U-Net
 
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  - Origin: https://github.com/mlcommons/inference/tree/master/vision/medical_imaging/3d-unet-kits19
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  - Article: https://arxiv.org/abs/1606.06650
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- - Input:
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- - size: \[N,1,128,128,128\]
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- - format: NCHWZ
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  - ONNX
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- - opset: 12
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- - operators: 155 (6 types)
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- - Concat: 5
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- - Producer: 78
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- - ReLU: 22
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- - Conv: 23
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- - ConvTranspose: 5
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- - InstanceNormalization: 22
 
 
 
 
 
 
 
 
 
 
 
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+ datasets:
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+ - kits2019
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+ pipeline_tag: image-segmentation
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+ tags:
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+ - arxiv:1606.06650
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  ---
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+
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+ # 3D U-Net
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  - Origin: https://github.com/mlcommons/inference/tree/master/vision/medical_imaging/3d-unet-kits19
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  - Article: https://arxiv.org/abs/1606.06650
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+
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+ ## Model
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+
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  - ONNX
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+ - opset: 12
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+ - operators: 155 (6 types)
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+ - Concat: 5
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+ - Producer: 78
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+ - ReLU: 22
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+ - Conv: 23
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+ - ConvTranspose: 5
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+ - InstanceNormalization: 22
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+
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+ ## KITS 2019 (602x512x512)
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+
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+ * Opset: 12
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+ * Source: PyTorch
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+ - Input:
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+ - size: \[N,1,128,128,128\]
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+ - format: NCHWZ
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+ - Output:
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+ - size: [N,3,128,128,128]