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CMakeLists.txt

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tsl
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GIT_REPOSITORY https://github.com/Tessil/robin-map.git
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GIT_TAG v1.4.0
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FIND_PACKAGE_ARGS CONFIG
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)
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FetchContent_MakeAvailable(tsl)
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LICENSE

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MIT License
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Copyright (c) 2025 Easton Potokar, Taylor Pool, and Michael Kaess
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

README.md

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<div align="center">
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<h1>FORM</h1>
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<h3 style="font-weight: normal"><b>F</b>ixed-Lag <b>O</b>dometry with <b>R</b>eparative <b>M</b>apping</h4>
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<!-- <a href="https://github.com/rpl-cmu/form/blob/master/LICENSE"><img src="https://img.shields.io/github/license/rpl-cmu/form" /></a> -->
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</div>
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FORM is a LiDAR Odometry system that performs fixed-lag smoothing over a window of prior poses while repairing the map, all in real-time with minimal parameters.
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## Building
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FORM has minimal dependencies. You will need:
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- [eigen3](https://libeigen.gitlab.io/eigen/docs-nightly/)
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- [gtsam](https://github.com/borglab/gtsam/)
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- [tbb](https://github.com/uxlfoundation/oneTBB)
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- [tsl::robin_map](https://github.com/Tessil/robin-map) (will be pulled from source if not found)
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After that, building is as simple as:
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```bash
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mkdir build
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cd build
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cmake ..
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make
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```
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## Running Experiments from Source
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All experiments are ran through [evalio](https://github.com/contagon/evalio/tree/master), our internal LiDAR-inertial odometry evaluation tool. Downloading the desired datasets is done as:
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```bash
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evalio dl newer_college_2020/*
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```
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FORM can then be installed as a python package (preferably in a virtual environment):
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```bash
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pip install -e . # for pip usage
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uv sync --verbose # for uv usage
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```
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Finally, experiments can be run as (with the venv activated if needed):
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```bash
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evalio run -M form -c config/25.10.03_full.yaml
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```
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Datasets can be commented out in the config file if they haven't been downloaded. Results are saved in `evalio_results/25.10.03_full/` and stats can be viewed as:
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```bash
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evalio stats evalio_results/25.10.03_full/
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```
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## Roadmap
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- [ ] ROS Node
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- [ ] Merge wrapper into upstream evalio
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## Citation
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If you use FORM for any academic work, please cite:
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```
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TODO
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```

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