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How to initialize OpenCV libs on Android?

I'm using android studio, and I managed to get my application to build by editing my build scripts and copying the sdk library folders into my project. Autocomplete and building works. However, I get the following runtime error:

java.lang.UnsatisfiedLinkError: Native method not found

I did some research and it appears that the libraries need to be initialized first. How do I do this?