zhangganlin / GlORIE-SLAM

GlORIE-SLAM: Globally Optimized RGB-only Implicit Encoding Point Cloud SLAM
https://ganlinzhang.xyz/GlORIE-SLAM/
Apache License 2.0
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About config on different datasets #4

Closed Ysc-shark closed 2 months ago

Ysc-shark commented 3 months ago

Thank you for your excellent work.

I would like to try running your code on some different datasets for SLAM, such as outdoor scenes with 1920×1280 resolution input. Could you please advise on how to choose certain parameters in the config file for such cases? Any suggestions would be greatly appreciated. Thank you.

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zhangganlin commented 3 months ago

Hi,

Personally I did not try glorie-slam on other datasets, but if you want to test on some realworld datasets, it should be similar to ScanNet or TUM-RGBD. For outdoor dataset, I think you can set tracking.motion_filter.thresh and 'tracking.frontend.keyframe_thresh' a bit larger avoid adding too many keyframes.

Also, 1920*1080 might be too large to fit into memory, I suggest to downsample it first.

Best, Ganlin

Ysc-shark commented 3 months ago

Hi,

Personally I did not try glorie-slam on other datasets, but if you want to test on some realworld datasets, it should be similar to ScanNet or TUM-RGBD. For outdoor dataset, I think you can set tracking.motion_filter.thresh and 'tracking.frontend.keyframe_thresh' a bit larger avoid adding too many keyframes.

Also, 1920*1080 might be too large to fit into memory, I suggest to downsample it first.

Best, Ganlin

Thanks