MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark

MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark.

Dataset Introduction.

Dataset Introduction. Dataset Collection Procedure.

Dataset Introduction. Sample Visualization.

Dataset Introduction. Dataset Statistics. Environments Retail 6 cameras Lobby 4 cameras Industry 4 cameras Café 4 cameras Office 5 cameras Total Train 84 min 65 min 52 min 14 min 46 min 261 min Validation 43 min 32 min 31 min 28 min 19 min 153 min Test 45 min 32 min 32 min 31 min 22 min 162 min Total 172 min 129 min 115 min 73 min 87 min 576 min.

Benchmarking Results.

Benchmarking Results. Tracking Performance. Method VoxelTrack DMCT DMCT-TD DMCT-Ext DMCT-Ext-TD IDF1t 50.8 56.0 68.1 56.6 74.1 MOTAt 76.8 88.8 93.2 89.0 94.6 49,881 39,715 16,023 42,413 7,005 142,380 52,559 40,606 48,039 38,296 IDs& 2,677 935 3,013 641.

Benchmarking Results. ReID Performance. Person re-identification performance of each environment on test split.

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