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U-Net zoo implementation issue #8214

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AbdelmajidB opened this issue Sep 6, 2019 · 0 comments · Fixed by KonduitAI/deeplearning4j#21
Closed

U-Net zoo implementation issue #8214

AbdelmajidB opened this issue Sep 6, 2019 · 0 comments · Fixed by KonduitAI/deeplearning4j#21
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@AbdelmajidB
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@AbdelmajidB AbdelmajidB commented Sep 6, 2019

hello, just a remark about U-Net zoo implementation, in the original paper
the last convolutional layer is 1 by 1 convltuion:
Capture

But in the zoo implementation is convolution of 3 by 3: https://github.com/eclipse/deeplearning4j/blob/master/deeplearning4j/deeplearning4j-zoo/src/main/java/org/deeplearning4j/zoo/model/UNet.java#L214

@AlexDBlack AlexDBlack added this to the 1.0.0-beta6 milestone Oct 31, 2019
AlexDBlack added a commit to KonduitAI/deeplearning4j that referenced this issue Nov 1, 2019
Signed-off-by: AlexDBlack <blacka101@gmail.com>
AlexDBlack added a commit to KonduitAI/deeplearning4j that referenced this issue Nov 1, 2019
Signed-off-by: AlexDBlack <blacka101@gmail.com>
AlexDBlack added a commit to KonduitAI/deeplearning4j that referenced this issue Nov 2, 2019
* MKLDNN LSTM forward implementation (disabled pending eclipse#8331)

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* eclipse#8318 add SameDiff.calculateGradientsAndOutputs

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* Disable mkldnn backprop for now - pending fix, issue eclipse#8335

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* eclipse#8337 Fix CudaExecutioner unnecessary result array allocation/replacement

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* Small FlatBuffers serde fix, UInt8

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* eclipse#8135 ImagePreProcessingScaler - add segmentation support

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* eclipse#8319 Ensure listeners are called when they are supposed to be called

Signed-off-by: AlexDBlack <blacka101@gmail.com>

* eclipse#8214 UNet (non-pretrained) last conv layer kernal size fix

Signed-off-by: AlexDBlack <blacka101@gmail.com>
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