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SilenceOverflow authored May 12, 2018
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The repository includes the **Monocular** version and the **Stereo** version of **Visual-Inertial ORB-SLAM**. These two are the no ros version of [jingpang](https://github.com/jingpang)'s **LearnVIORB (https://github.com/jingpang/LearnVIORB) and [ZuoJiaxing](https://github.com/ZuoJiaxing)'s **[**LearnVIORBnorosgai2**](https://github.com/ZuoJiaxing/LearnVIORBnorosgai2)**. For details, you may refer to `Examples/Monocular/mono_euroc_VI.cc` and `Examples/Stereo/stereo_euroc_VI.cc`.

I have fix some bugs to make it more stable to pass through more datasets and modify the code to make it compatible with [ORB-SLAM2](https://github.com/raulmur/ORB_SLAM2). Not bug-free. Not real-time. For Stereo version, it does not support the Localization mode yet.
I have fix some bugs to make it more stable to pass through more datasets and modify the code to make it compatible with [ORB-SLAM2](https://github.com/raulmur/ORB_SLAM2).

Not bug-free. Not real-time.

If you think this repo is useful, please ***watch***, ***star*** or ***fork*** it!

## TO DO List
- [ ] Real-time
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The temp results are stored at *tmp_result/mono_VI/* and *tmp_result/stereo_VI/* for Monocular and Stereo VI ORB-SLAM respectively. In each folder, files about camera poses, IMU biases, scale are saved.

### Visualization
The example visualizations on the dataset **MH_04_difficult** are at *visualizations* folder.


### Quantitative Evaluation
Here we use the translation RMSE (m) of the keyframe trajectory as the metric. The results are shown below.

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>
> *** The right two columns are results of this repository obtained on laptop.
### Visualization
The example visualizations on the dataset **MH_04_difficult** are at *visualizations* folder.

![Trajectories in MH_04_difficult](visualizations/MH_04_difficult.png)

![Error projected on trajectory in MH_04_difficult](visualizations/MH_04_difficult_error.png)

![Accelerator biases](visualizations/ba.png)

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