Restore the image compressed by imagemagick

[downtoearthLookupatthestars]

Compress the image using imagemagick

Find-iname "*.png" -exec echo {} ; -exec convert {} {} ;

Accidentally put all the pictures inside the computer are compressed, can you restore the compressed pictures?