Hilti × Trimble SLAM Challenge 2026 entry built for the 3D Vision course at ETH Zürich — a metric, gravity-aligned, floorplan-consistent trajectory and 3D map from indoor dual-fisheye IMU data, ranking 3/22 in localization and 7/62 in SLAM.