You can add an onerror handler:
<img
src="http://example.com/somejpg.jpg"
onerror="this.onerror = null; this.src="./oops.gif""
/>
Note: Setting onerror to null in the handler, so that the webpage doesn’t crash if oops.gif can’t be loaded for some reason.