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README.md

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This is an OpenCV 3.0 based implementation of a monocular visual odometry algorithm.
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##Algorithm
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## Algorithm
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Uses Nister's Five Point Algorithm for Essential Matrix estimation, and FAST features, with a KLT tracker.
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More details are available [here as a report](http://avisingh599.github.io/assets/ugp2-report.pdf), and
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[here as a blog post](http://avisingh599.github.io/vision/monocular-vo/).
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Note that this project is not yet capable of doing reliable relative scale estimation,
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so the scale informaion is extracted from the KITTI dataset ground truth files.
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##Demo Video
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## Demo Video
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[![Demo video](http://share.gifyoutube.com/Ke1ope.gif)](http://www.youtube.com/watch?v=homos4vd_Zs)
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##Requirements
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## Requirements
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OpenCV 3.0
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##How to compile?
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## How to compile?
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Provided with this repo is a CMakeLists.txt file, which you can use to directly compile the code as follows:
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```bash
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mkdir build
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make
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```
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##How to run?
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## How to run?
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After compilation, in the build directly, type the following:
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```bash
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./vo
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```
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##Before you run
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## Before you run
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In order to run this algorithm, you need to have either your own data,
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or else the sequences from [KITTI's Visual Odometry Dataset](http://www.cvlibs.net/datasets/kitti/eval_odometry.php).
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In order to run this algorithm on your own data, you must modify the intrinsic calibration parameters in the code.
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##Performance
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## Performance
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![Results on the KITTI VO Benchmark](http://avisingh599.github.io/images/visodo/2K.png)
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##Contact
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## Contact
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For any queries, contact: [email protected]
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##License
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## License
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MIT

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