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Command-line interface for HLoc - deep learning-based feature extraction and matching for Structure-from-Motion

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hloc-cli

CLI for HLoc. Allows to run a COLMAP like SfM pipeline using Deep Learning models for feature extraction and matching.

Installation

Important: Hierarchical-Localization cannot be installed directly from git via pip because it has git submodules (like SuperGluePretrainedNetwork) that require --recursive cloning. Pip does not support recursive submodule installation from git URLs.

# Install HLoc (local install required)
git clone --recursive https://github.com/cvg/Hierarchical-Localization
cd Hierarchical-Localization/
pip install -e .

# Install CLI
pip install git+https://github.com/hummat/hloc-cli.git

Usage

hloc --help

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Command-line interface for HLoc - deep learning-based feature extraction and matching for Structure-from-Motion

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