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I recently started exploring the world of visual recognition and was particularly interested in SLAM. I have tried and tested different SLAM implementations on a laptop from openslam.org I'm still new to the field and still learning about it. I want to implement SLAM on an android device. Can anyone point me to any such implementation. Or can you suggest which implementation of SLAM would work best on an android device. I have access to top of the line android devices such as the Galaxy S6 or the Nexus 5.
Before starting to work on my idea I just wanted to know which implementation would work best in terms of efficiency and accuracy on an android device.
Thankyou
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SLAM (simultaneous localization and mapping) is a method used for autonomous vehicles that lets you build a map and localize your vehicle in that map at the same time. SLAM algorithms allow the vehicle to map out unknown environments.
Visual simultaneous localization and mapping (vSLAM), refers to the process of calculating the position and orientation of a camera, with respect to its surroundings, while simultaneously mapping the environment. The process uses only visual inputs from the camera.
Those guys are quite good, the source is available under GPLv3 license (in user friendly form) and a friend of mine was able to run it on android in real-time (It was developed for MAVs and they state that it should reach 50FPS on current embedded computers).
https://github.com/uzh-rpg/rpg_svo
(Check out the video on the homepage as well)
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orbslam is a open source slam system basing on sparsity method.
on pc orbslam can reach about 35 FPS，on smartphone it can‘t perform like on pc， so you can't move the phone too fast. That is because the feature extraction process of orbslam take so much time.
svo is a good choice as for speed, however, svo is only a visual odometry, it dosen't have a loop closing module, therefore when run for a long time, the drift may be large.
therefore, i recommend orbslam.
many people have migrate the code to android, you can search on github:https://github.com/search?q=orb-slam+android&ref=opensearch
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