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nhcd_benchmark.md

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Newer Handheld College Dataset Benchmark:

Sorted trajectory error on all sequences:

Sequence Folder 01_short_experiment 02_long_experiment AVG AVG Time (ms)
EI-KdF2M 1.5249 -1.000

Command Lines for each entry

Sequence Folder Command Line git hash
EI-KdF2M python run.py slam/odometry/local_map=kdtree slam/odometry/initialization=EI slam/odometry/alignment=point_to_plane_GN dataset=nhcd +dataset.train_sequences=[01_short_experiment] device=cpu slam.odometry.local_map.local_map_size=30 slam.odometry.max_num_alignments=20 slam.odometry.alignment.gauss_newton_config.scheme=neighborhood slam.odometry.alignment.gauss_newton_config.sigma=0.2 num_workers=1 slam/odometry/preprocessing=grid_sample slam.odometry.preprocessing.filters.1.voxel_size=0.4 slam.odometry.data_key=input_data +slam.odometry.viz_debug=False da0e571