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This project is built for a monocular RGB camera setup, so no, it doesn't support RGBD out of box.
But if you can swap out the semi-dense depth estimation module, and replace it with the measured depth from the depth camera, theoretically it can be used for RGBD.
I wonder if this project can be used for RGBD?
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