Stripping EXIF using exiftool
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The following command can be used to remove all exif data from a picture with exiftool :
# Note the space after the = sign, this says to delete it
exiftool -EXIF= <image-path>
Avoid using -all=
as that will also remove metadata necessary for displaying the image correctly (e.g. orientation etc.).