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Object Recognition

I've been trying to get object recognition to work on a computer mouse, but the point cloud is not giving me a lot of points at all.

I've attached 5 of the pictures I've been using (the other ones are not too different), and the final point cloud that I get. 

I know that texture is important; does the mouse not have a rough enough texture for the process to work?

Any advice is appreciated.

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