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# Learning-Aided 3D Mapping
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A suite of algorithms for learning-aided mapping. Includes implementations of Gaussian process regression and Bayesian generalized kernel inference for occupancy prediction using test-data octrees. This framework also contains the components necessary to run OctoMap as a baseline.
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## Overview
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This implementation as it stands now is primarily intended to enable replication of these methods over a few datasets. In addition to the implementation of relevant learning algorithms and data structures, we provide two sets of range data (sim_structured and sim_unstructured) collected in Gazebo for demonstration. Parameters of the sensors and environments are set in the relevant `yaml` files contained in the `config/datasets` directory, while configuration of parameters for the mapping methods can be found in `config/methods`.
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## Getting Started
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### Dependencies
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## Running the Demo
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To run the demo on the `sim_structured` environment, simply run:
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