LED Downlights

So I am wanting to replace my Halogen downlights with LED versions.
Now I have received some varying information on this, some people have said I can go for it where others have said I need a transformer.

Has anyone done this and how do I know what’s required?

My current downlights have a pin style attachment (not the plug type) I’m not sure if this makes a difference.

Thanks