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Expand Up @@ -6,11 +6,12 @@ Autoware partners provide datasets for testing and development. These datasets a

The dataset is collected in the following route. Tunnels and bridges are annotated on the image.
The included specific areas into the dataset are:
- Galata Bridge (Small Bridge)
- Eurasia Tunnel (Long Tunnel with High Elevation Changes)
- 2nd Bosphorus Bridge (Long Bridge)
- Kagithane-Bomonti Tunnel (Small Tunnel)
- Viaducts, road junctions, highways, dense urban areas...

- Galata Bridge (Small Bridge)
- Eurasia Tunnel (Long Tunnel with High Elevation Changes)
- 2nd Bosphorus Bridge (Long Bridge)

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- Kagithane-Bomonti Tunnel (Small Tunnel)

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- Viaducts, road junctions, highways, dense urban areas...

<p align='center'>
<img src="images/ist_dataset_route_3_resized.png" alt="ist_dataset_route2" width="80%"/>
Expand All @@ -36,6 +37,7 @@ The data contains data from the following sensors:
- Exported point clouds are exported via downsampling with 0.2 meters and 0.5 meters voxel grids.

- You can find the ROS 2 bag which is collected simultaneously with the mapping data:

- [https://drive.google.com/drive/folders/1GOrMwiNJDleGTntfd_Cwr_mHb4tnuUW0?usp=drive_link](https://drive.google.com/drive/folders/1GOrMwiNJDleGTntfd_Cwr_mHb4tnuUW0?usp=drive_link)
- Due to the simultaneous data collection, we can assume that the point cloud maps and GNSS/INS
data are the ground truth data for this rosbag.
Expand All @@ -47,6 +49,7 @@ The data contains data from the following sensors:
### Localization Performance Evaluation with Autoware

The report of the performance evaluation of the current Autoware with the collected data can be found in the link below.

> The report documented at **2024-08-28**.
- [https://github.com/orgs/autowarefoundation/discussions/5135](https://github.com/orgs/autowarefoundation/discussions/5135)
Expand All @@ -59,16 +62,16 @@ For collecting the LiDAR data,
[nebula](https://github.com/tier4/nebula/tree/6d55141ef3cf39d5612e34f2646834d6cd4a7ae3)
repository is used.

| Topic Name | Message Type |
|--------------------------------------------------------| ----------------------------------------------------- |
| `/applanix/lvx_client/autoware_orientation` | `autoware_sensing_msgs/msg/GnssInsOrientationStamped` |
| `/applanix/lvx_client/imu_raw` | `sensor_msgs/msg/Imu` |
| `/localization/twist_estimator/twist_with_covariance ` | `geometry_msgs/msg/TwistWithCovarianceStamped` |
| `/applanix/lvx_client/odom` | `nav_msgs/msg/Odometry` |
| `/applanix/lvx_client/gnss/fix` | `sensor_msgs/msg/NavSatFix` |
| `/clock` | `rosgraph_msgs/msg/Clock` |
| `/pandar_points` | `sensor_msgs/msg/PointCloud2` |
| `/tf_static` | `tf2_msgs/msg/TFMessage` |
| Topic Name | Message Type |
| ----------------------------------------------------- | ----------------------------------------------------- |
| `/applanix/lvx_client/autoware_orientation` | `autoware_sensing_msgs/msg/GnssInsOrientationStamped` |
| `/applanix/lvx_client/imu_raw` | `sensor_msgs/msg/Imu` |
| `/localization/twist_estimator/twist_with_covariance` | `geometry_msgs/msg/TwistWithCovarianceStamped` |
| `/applanix/lvx_client/odom` | `nav_msgs/msg/Odometry` |
| `/applanix/lvx_client/gnss/fix` | `sensor_msgs/msg/NavSatFix` |
| `/clock` | `rosgraph_msgs/msg/Clock` |
| `/pandar_points` | `sensor_msgs/msg/PointCloud2` |
| `/tf_static` | `tf2_msgs/msg/TFMessage` |

#### Message Explanations

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