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setup.md

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Setup

The following will create a new environment and install all dependencies required for SiLK.

make conda_env_init
conda activate silk
make dev_install
make conda_update

Then, assets (cached datasets, pre-trained model, ...) have to be downloaded using

./bin/public-pull-assets

Asset file which are not required for download can be removed from the assets/public-assets.txt file before running the above command.

The assets are structured as such.

  • assets/datasets contains datasets metadata, and cached hpatches datasets.
  • assets/models contains the model checkpoints used for all experiments mentioned in the paper.
    • assets/models/silk/analysis/alpha/pvgg-4.ckpt is the default model weights.
    • assets/models/silk/analysis/*/ folders correspond to different result tables from the paper.
    • assets/models/superpoint/*.ckpt contains our reproduced SuperPoint model weights.
  • assets/results contains json files of the results of every experiments mentioned in the paper.
  • assets/tests are files required to run the unit tests and check procedures.

Once the environement is ready, please run the following to test if things works fine.

./bin/run_tests
./bin/run_check_procedures