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: Essential for loop detection and relocalization.

: Performance can degrade in scenes with many moving parts (e.g., crowds), though newer variants like Dynamic-SLAM aim to filter these out. Download Slam2

: Used for RGB-D and monocular testing from TUM Computer Vision Group . : Essential for loop detection and relocalization

: To test the system without live hardware, researchers often download standard datasets: Download Slam2

: Contains camera calibration and system parameters.