I agree with Solanki. I didn't find any option to reset the theme of a sheet. But there is another easy way to achieve this.
I dont know whether you know this. Simply you can create a sheet and then copy all the objects in the old one, paste it in the new sheet which has the default theme. After that You delete the old one. It doesn't create any problem in your application functionality.