I try to answer your question as best as I can " considering the strip as a figure" in your query, looking at the Band as internally inflexible unlike any flexible rubbery surface.
RotatingLineChristianBlatter
In the explanation he gives how $v$ vector second part g(u) of rotating stick (relative spherical vector rotation, my addition) motion is added around a fixed director circular ring described by first part f(u) when generating the Moebius strip.( Read $ a=2, \phi=u, t=v $)
$$M:\quad(\phi,t)\mapsto(a\cos\phi,a\sin\phi,0)+ t\left(\sin{\phi\over2}\cos\phi,\ \sin{\phi\over2}\sin\phi,\ \cos{\phi\over2}\right)$$
with $0\leq\phi\leq 2\pi$, $\>-b\leq t\leq b$.
$$M: \left(( a+t \sin{\phi\over2})\cos\phi,(a+t\ \sin{\phi\over2})\sin\phi,t\ \cos{\phi\over2}\right) $$
with $0\leq\phi\leq 2\pi$, $\>-b\leq t\leq b$.
$f(u) = \{2 sin (u), 2 cos(u), 0\}; g(u) = \{0, sin(u/2), cos(u/2)\}$
$f(u) = \{2 sin(u), 2 cos(u), 0\}; g(u) = \{sin(u/2)cos(u/2), sin(u/2)sin(u/2), cos(u/2)\}$
The first g(u) is a unit magnitude vector in cylindrical coordinates with half argument u/2.
The second g(u) is a unit magnitude vector in spherical coordinates with half argument u/2.
They should essentially be modified with half arguments to induce non-orientabilty.
The first cylindrical modification perhaps the simplest ( may be most quoted) parametrization, the rest move the vector forward and backwards resulting in a fold that you can see in Mathematica 3D plots.
In topological consideration either of the above two is viewed same because the rubber membrane can stretch and, upto homeo/diffeomorphism they are topologically the same.
It appears that there are several parametrizations, because topologically it perhaps "needs no standard parametrization".
Conserved invariants like Euler characteristic $\chi$ and genus $g$ are invariants associated with second fundamental form. ( Not fully sure, I have yet to verify this .)
However, if you are looking to local quantities that are conserved by isometry like Gauss curvature $K$, geodesic curvature $k_g$ etc.(scalar quantities dependent on first fundamental form of surface theory) they are different after homeomorphism.
The Gauss-Bonnet theorem brings these together in an elegant way, as stated by KF Gauss.