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shalabymhd committed Dec 16, 2024
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# Feel free to add content and custom Front Matter to this file.
# To modify the layout, see https://jekyllrb.com/docs/themes/#overriding-theme-defaults

title: Home
nav_order: 1
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# MILUV Dataset

Introducing MILUV, the first multi-robot dataset with ultra-wideband (UWB) measurements. This dataset features
Introducing MILUV, the first multi-robot dataset with ultra-wideband (UWB) measurements and vision data. This dataset features
* Pose data
* On-board inertial measurement unit (IMU) data
* Camera IMU data from Intel RealSense d435i
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* Examples of alternative uses for the dataset
* Line-of-sight/non line-of-sight classification from CIR data
* AprilTag detection from camera measurements

The repository is available [here](https://github.com/decargroup/miluv), and the directory structure of the repository is as follows:
```
miluv
├── config
│ ├── apriltags (AprilTag positions)
│ ├── height (Height bias)
│ ├── imu (Camera IMU and PX4 IMU calibration files from the allan_variance_ros package)
│ ├── realsense (Camera calibration files from Kalibr)
│ ├── setup (The files provided by Vicon mocap system for apriltags and UWB anchors)
│ ├── uwb (Anchor and tag position files and UWB calibration results)
│ ├── vins (VINS-Fusion configuration files)
├── data (this is where the dataset should be downloaded)
├── examples (Example scripts on how to use the devkit)
├── launch (ROS launch files)
├── miluv (The devkit with the data loading and utility scripts)
├── paper (Scripts used to produce the results in the paper)
├── preprocess (Scripts used to preprocess the raw data into the dataset format)
├── tests (Unit tests)
├── uwb_ros (ROS package with msg files for UWB data)
```

To get started with the MILUV dataset, follow the instructions in the [Getting Started](https://decargroup.github.io/miluv/docs/gettingstarted.html) page.

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