Here are some candids of Fergie leaving her house on her birthday to go to Las Vegas.

She is still pretty skinny these days, despite a few recent tabloid rumors that she “looked pregnant”!

Photos via Flynet

Next on the “Celebrity Bikini Body” agenda we have the one and only Fergie.

Let’s vote: does Fergie look hot - or not - in a bikini?

Personally, I think she looks pretty good!

Put your opinion in the comments section! More photos after the jump…

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A very skinny Fergie was spotted out and about the other day, dressed all in black.

Is it my imagination, or is she starting to resemble one of the Olsen twins? (Clothes, hair, size, etc).

The very thin Fergie was spotted in Brentwood on Wednesday, buying two cups of Jamba Juice…

Not only has Fergie been losing weight lately, it seems she is also toning up and getting muscular.

Wow. The girl’s stomach is ripped. I’m impressed.

What do you all think?