If you assign vectors $(1,0,0)$, $(0,1,0)$ and $(0,0,1)$ to corners of a triangle, there are essentially two ways of picturing this.
Either you are changing coordinate system but leaving the triangle as is. In this case you likely intend to switch to barycentric or trilinear coordinates, which are two specific forms of homogeneous coordinates so a lot of projective geometry machinery will work for them. Triangle centers often are expressed in trilinear or barycentric coordinates, so this is a natural coordinate system here.
See also a past answer of mine discussing the connection between barycentric or trilinear coordinates and projective transformations. Following that you can see that if you assign the three unit vectors to the three corners during a change of coordinate system, that does not fully specify the coordinate system you are using. One convenient way to make the specification unique is by prescribing the coordinates of the line at infinity, too. Or you can pick arbitrary coordinates (not on one of the triangle edges) for any single triangle center, since a change of projective basis is algebraically equivalent to a projective transformation and as such is defined by the images of four points.
Or you apply a projective transformation to your triangle while keeping the projective plane in its conventional $z=1$ embedding. In that case, two of your triangle corners are now at infinity, which likely will break the very definition of a huge number of triangle centers. Concepts like incircle have no clear definition in this situation, and even a limit process will likely converge on the line at infinity as an infinite circle, which has no well-defined center.
You can of course apply a projective transformation to the original triangle and all its associated constructs like triangle centers, incircle and so on. This will turn the incircle into a parabola (a conic section that touches the line at infinity which is one of your triangle edges) and map the original incenter to a point finite which has no special relationship to the new triangle. In general the image of the incenter under a transformation that is not a similarity will not be the incenter of the image of the triangle, and the same is true for other triangle centers.