Context: I intend on building a quadrotor which can generate a 3D virtual map of an area of which it captures photos with a 2D camera.

I plan on first training a Convulational NN to return a depth map from a 2D image, then use the information from that depth map along with the x, y, z coordinates and angular displacement of the quadrotor to generate this 3D map.

What do I need to learn in order to do something on this scale?

Any ways to make this easier?

Thanks, -ShreyJ


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