Recently I have moved my site over to https. Since then visitors get mixed content warnings as all the images are referenced by http and not https.

<img scr="http://www.domain.tdl/image.jpg">

Is there an easy and fast way to replace such http references with https references? It only applies to images. Doing it manually would take me many days. Thanks.