How do I convert a .EPS file into a .SHP file (Shapefile)?

Hello all,
I have an .EPS file of custom regions that I need to convert to a .SHP file for a map in Mapbox.  Is this possible?  If so, how?  Any help you can provide will be much appreciated.  Thank you.

Larry,
Thanks for all of your help with this issue I was having. 
We were able to import the image into Mapbox by converting it into a GeoTiff file using Python.  Though this was achieved, the image did not work in the way we wanted it.  In the end, we decided to grab a shapefile and created layers that replicated the image we wanted to convert.  If we had more money in our budget, I would have most certainly suggested that we go the ArcGIS route.

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