How do I Batch Convert JPEG to PNG files?

Any idea how I would convert a large number of jpeg's to png files in Photoshop CC?

You could do it like this: http://www.santoshgs.com/blog/189/how-to-batch-convert-png-to-jpeg-using-photoshop-cs2/
But can I be honest? I'd do that with a more efficient and far faster conversion utility like IrfanView. Photoshop is incredibly slow for this type of work. For example, I did a quick test to demonstrate the difference in performance:
folder with 10 images in jpg format, 5600px by 5600px. Simple jpg to png batch.
Photoshop: over six minutes.
IrfanView: one minute and 40 seconds.
That's a rather big difference - and with large numbers of images I just do not have the time to wait for Photoshop to finish the job. It's too slow.
Another issue is that during the conversion process Photoshop cannot be used - while with a simple conversion utility you can leave it running in the background, and continue to use PS for other work if required. This matters if you have hundreds of images to convert.
Btw, Irfanview (windows only) is free to download @ http://www.irfanview.com/
The batch processing you can find under File-->Batch Conversion <b>
ImageMagick is also free and open source. It is a command line tool, and easy to use for conversions.Will also work on a mac. But it is much slower than IrfanView, a tad faster than PS.
http://www.imagemagick.org/script/convert.php
http://www.ofzenandcomputing.com/batch-convert-image-formats-imagemagick/

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