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added custom data logic - #47

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Lab-of-AI-and-Robotics:mainfrom
nico0704:feature/custom_data
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added custom data logic#47
nico0704 wants to merge 1 commit into
Lab-of-AI-and-Robotics:mainfrom
nico0704:feature/custom_data

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@nico0704 nico0704 commented Nov 5, 2024

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Simple Custom Dataset Compatibility

The original algorithm was designed with ground-truth poses and specific evaluation in mind, which created challenges for custom data integration (Issue #36, Issue #26, Issue #45). This update introduces the most simple way to handle custom dataset functionality across key parts of the code.

Summary of Changes

  • Modifications:
    • gs_icp_slam.py: Adjusted for custom image loading and initial pose settings.
    • mp_Mapper.py: Adapted to handle custom start poses, custom image directories, and adjusted metrics calculations.
    • mp_Tracker.py: Updated to support custom start poses and exclude specific evaluation methods not applicable to custom datasets.
    • traj_utils.py: Added function for loading hardcoded default pose

Collaborators: @jojo892, @leon-kratz

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nico0704 marked this pull request as draft November 5, 2024 11:01
@nico0704
nico0704 marked this pull request as ready for review November 5, 2024 11:02
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