Run script in a screen

I want to run a bash script in a detached screen. The script calls a program a few times, each of which takes too long to wait. My first thought was to simply open a screen and then call the script, but it appears that I can’t detach (by ctrl-a d) while the script is running. So I did some research and found this instruction to replace the shebang with following:

find and remove duplicates in a directory

I have a directory with multiple img files and some of them are identical but they all have different names. I need to remove duplicates but with no external tools only with a bash script. I’m a beginner in Linux. I tried nested for loop to compare md5 sums and depending on the result remove but something is wrong with the syntax and it doesn’t work. any help?