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Someone has made this http://turbomaze.github.io/JS-Fourier-Image-Analysis/. I am sure a web version where you can manipulate the FFT and see the image reconstruction live should already exist somewhere.

EDIT: This fork allows drawing over FFT https://geeklogan.github.io/JS-Fourier-Image-Analysis/



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