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If you are looking at vision-only, you could look at ethzasl_ptam. If you need the odometry in real world coordinates, you need to EKF with an IMU. If you dont want to use an IMU, you can try stereo based slam such as ScaviSLAM. Both are pose graph slam approaches
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