Map complex and diverse 2D cell shapes into canonical disk and rectangular coordinate systems for streamlined analysis including spatiotemporal registration, windowing and machine learning. Also supports 2D contour-guided remapping and windowing. 2D analogous package to our 3D version, u-Unwrap3D.