1. A method to stabilize a stream of spherical images, comprising: obtaining an input stream of spherical images from an image capture device, wherein each spherical image comprises corresponding metadata indicating a motion of the image capture device in one or more axial directions during capture of the respective spherical image; stabilizing the input stream of spherical images based on each spherical image's corresponding metadata; and storing the stream of stabilized spherical images in a memory, wherein stabilizing the input stream of spherical images comprises correcting a rotational motion in at least a first axial direction of at least one of the spherical images, and wherein the correction of the rotational motion in the at least a first axial direction of the at least one of the spherical images accounts for a translational motion of the image capture device.