*Though a dated,  old article but give lots of basic information about different image formats that comes with tips on what format to be used and when..
This is a detailed summary of all popular image formats with comparisons also..  Handy reference
 Happy hunting

Ref http://blog.hubspot.com/insiders/different-types-of-image-files


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