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LiDAR Global Localization using SPI (Submap Projection Image)

Place Recognition

Place recognition is achieved by SPI-NetVLAD. See 'model/Birdview' (Details to be completed...)

Feature Matching

Feature matching is achieved by SuperPoint+SuperGlue. See 'model/Superglue'

Global Localization

The LiDAR global localization pipeline is in 'global_localization'. Offline version is mainly used for experimental evaluation and video demo. Online version which will work with ros needs further completion.

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  • Python 75.2%
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