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snt-arg/smapper-light

πŸ“‚ SMapper-light Dataset SMapper-light is a publicly available multimodal dataset collected using the SMapper platform, an open-hardware, multi-sensor device designed for SLAM (Simultaneous Localization and Mapping) research. The dataset provides synchronized LiDAR, multi-camera, and IMU measurements, enabling benchmarking of visual, LiDAR, and visual–inertial SLAM methods. πŸš€ Applications SMapper-light can be used for: Benchmarking LiDAR SLAM frameworks (e.g.… See the full description on the dataset page: https://huggingface.co/datasets/snt-arg/smapper-light.

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face
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Dataset Card

πŸ“‚ SMapper-light Dataset

SMapper-light is a publicly available multimodal dataset collected using the SMapper platform, an open-hardware, multi-sensor device designed for SLAM (Simultaneous Localization and Mapping) research. The dataset provides synchronized LiDAR, multi-camera, and IMU measurements, enabling benchmarking of visual, LiDAR, and visual–inertial SLAM methods.


πŸš€ Applications

SMapper-light can be used for:

  • β€”Benchmarking LiDAR SLAM frameworks (e.g., Fast-LIO, S-Graphs)
  • β€”Benchmarking Visual SLAM frameworks (e.g., ORB-SLAM3, vS-Graphs)
  • β€”Benchmarking Multimodal SLAM frameworks

πŸ“Š Dataset Overview

ScenarioInstanceDurationSize on DiskDescription
IndoorIN_SMALL_0101 m 29 s5.7 GBConfined single-room environment
IN_MULTI_0106 m 46 s13.5 GBMulti-room linear trajectory
IN_MULTI_0207 m 07 s13.0 GBMulti-room with loop closure
IN_LARGE_0109 m 30 s57.9 GBLarge-scale indoor with loop closure
OutdoorOUT_CAMPUS_0104 m 57 s36.4 GBUrban campus linear path
OUT_CAMPUS_0205 m 15 s37.8 GBUrban campus circular path
Total-35 m 04 s164.3 GB

πŸ“‘ Available ROS 2 Topics

  • β€”Front Left Camera
  • β€”/camera/front_left/camera_info
  • β€”/camera/front_left/image_raw
  • β€”Front Right Camera
  • β€”/camera/front_right/camera_info
  • β€”/camera/front_right/image_raw
  • β€”Side Left Camera
  • β€”/camera/side_left/camera_info
  • β€”/camera/side_left/image_raw
  • β€”Side Right Camera
  • β€”/camera/side_right/camera_info
  • β€”/camera/side_right/image_raw
  • β€”Intel RealSense D435i
  • β€”/camera/realsense/color/camera_info
  • β€”/camera/realsense/color/image_raw
  • β€”/camera/realsense/depth/camera_info
  • β€”/camera/realsense/aligned_depth_to_color/camera_info
  • β€”/camera/realsense/aligned_depth_to_color/image_raw
  • β€”/camera/realsense/imu
  • β€”Ouster LiDAR (OS0-128)
  • β€”/ouster/points
  • β€”/ouster/imu
  • β€”Transforms
  • β€”/tf_static

πŸ”— Links


πŸ“š Citation