This repo contains an implementation of Resnext baseline for depth estimation in Pytorch.
Download NYUV2 dataset and pre-trained models. Then follow the installation instruction below:
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Install Anaconda3
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Run the following commands to create conda environment and install all dependencies:
username@PC:~$ conda env create -f environment.yml
username@PC:~$ conda activate mde- You can modify cfg, train_args and test_args to change training and testing settings.
This implementation is partially based on official implementation of Enforcing geometric constraints of virtual normal for depth prediction..