mogrify (like convert) is one of the utilities that come with imagemagick.
Here's an example of how you convert a batch of pic files to jpeg. Same for png to jpeg, vice-versa, etc.
$ mogrify -format jpg *.pic
Boom! Next!
Also see: batch convert audio/video files with ffmpeg
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