awesome-slam-datasets
by youngguncho
A curated list of awesome datasets for SLAM
AI summary
SLAM datasets repository
A collection of curated datasets for SLAM applications
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What's in the list
312 links in 24 sections, with live GitHub stats.activeno commit in 2y
Update: 2021-03-24 / Update: 2019-09-24
FMDataset
We add which consist on RGBD and IMU data for dense reconstruction of indoor environments
- 'Dataset Generation and Benchmarking of SLAM Algorithms for Robotics and VR/AR'
In ICRA 2019 (Montreal), workshop on will be held!. We are pretty sure that there will be many 'new' and 'hot' datasets intruduced at the workshop
- UZH-FPV Drone Racing Dataset
We add a new UAV dataset, , which aims high speed state estimation using RGB, Event, and IMU
- Complex Urban Dataset (KAIST)
now includes stereo camera images! (published in IJRR 2019)
TODO / Add datasets introduced in CVPR 2019
- https://waymo.com/open
Waymo ( )
- https://www.nuscenes.org/
Nuscenes ( )
Overall datasets chart (Simplified Version)
Evaluation
- Paper
Trajectory Evaluation with Alignment [ ], [ ]
- Code
Python package for the evaluation of odometry and SLAM [ ]
- Paper
SLAMBench 3.0: Systematic Automated Reproducible Evaluation of SLAM Systems for Robot Vision Challenges and Scene Understanding [ ], [ ]
- Paper
OpenVINS ov_eval Trajectory Evaulation and Alignment, Timing, and Plotting [ ], [ ], [ ]
Categorized By Topic / Odometry
Categorized By Topic / Mapping
Categorized By Topic / Place Recognition
Categorized By Topic / Localization
Categorized By Topic / Perception
Categorized By Characteristics / Large-scale
Categorized By Characteristics / Long-term
Categorized By Characteristics / Map Complexity
Categorized By Characteristics / Extreme Condition
- Underwater Caves SONAR and Vision Dataset
: Underwater Environment
- Chilean Underground Mine Dataset
: Underground Environment
- CityScapes Dataset
: Foggy Scene
- EuRoC MAV Dataset
: Fast motion
- Multi-Sensor Perception (Marulan) Dataset
: Smoky, dust, and Rain condition
Categorized by Platform / Vehicle
- Annotated-laser Dataset
(Link Broken)
Categorized by Platform / Mobile Robot
Categorized by Platform / Unmanned Aerial Vehicle
Categorized by Platform / Autonomous Underwater Vehicle
Categorized by Platform / Unmanned Surface Vehicle
Categorized by Platform / Hand-held Device
Categorized by Environment / Urban
- Annotated-laser Dataset
(Link Broken)
Categorized by Environment / Indoor
Categorized by Environment / Terrain
Categorized by Environment / Underwater
Categorized by Environment / Simulation
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Featured in 3 awesome lists
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