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I am working on Biomedical Image Segmentation. For this regard, i need the implementation of SegNet model. I searched for SegNet implementation in many places but none of these provide me correct implementation. I got some implementations without using pre-trained encoder. But from the paper of SegNet, i knew that SegNet use pre-trained encoder which is trimmed portion of VGG-16 network trained on ImageNet dataset. I need the implementation in Keras.

N.B. There is a pretrained VGG-16 network available in keras. But that lacks Batch Normalization layers, which is present in the original paper in SegNet.

P.S. I cannot retrain the VGG-16 network on my own because of the scarcity of computational resource.

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