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Installation / dependencies

odometry.py should work with:

pip install numpy numpy-quaternion opencv-contrib-python scipy

Can skip scipy if it's too difficult, should try to use ceres-solver then. Maybe with python bindings from here?

Later on when trying to get other algorithms to work:

apt-get install libgl1-mesa-dev libx11-dev
pip install moderngl==5.5.4 moderngl-ext-obj==1.0.0

Run a test

Download test data from here to tests/data.

Then run:

python -mr unittest tests/odometry.py

or to test rendering with profiling, run:

xvfb-run --server-args="-screen 0 1024x768x24" python -mr cProfile -o profile.prof -mr tests.render

or to test synthetic photometric feature algo with config set "1", run:

xvfb-run --server-args="-screen 0 1024x768x24" python -mr cProfile -o profile1.prof tests/splnav.py 1

For processing drone videos:

conda create -n drone -c conda-forge python=3.10 pip numpy numba quaternion scipy opencv python-dateutil tqdm \
                                     matplotlib rasterio
conda activate drone
pip install opencv-contrib-python
pip install pygeodesy
pip install --no-deps kapture

If need telemetry parser for Nokia data:

mkdir 3rdparty
cd 3rdparty
git clone [email protected]:jkinnari/nokia-multico-dataset-parser.git -b okn-work nokia-ds
cd ..
pip install --no-deps -e 3rdparty/nokia-ds

TODO:

  • include inertial measurements

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