Currently we only provide the code for inference, but the necessary codes for training (network architecture, discontinuity loss) are available now (in ulapsrn.py).
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demo code and pretrained model for ECCV 2018 paper "Reconstruction-based Pairwise Depth Dataset for Depth Image Enhancement Using CNN"