AI experts weigh in on bogus before-and-after diet images

Supposed before-and-after diet images are easily generated online. (Facebook/AAP)

What was claimed

Facebook users are sharing before-and-after photos of their dramatic weight loss transformations.

Our verdict

False. The images are fake, created using AI technology and posted on hacked accounts.

AAP FACTCHECK – Dozens of Facebook users are sharing supposed before-and-after photographs of their fast and drastic weight loss transformations.

But the images are fake. Experts say they have been created using artificial intelligence (AI) technology, with telltale features including floating hair, fake shadows and malformed hands.

The posts feature on what appear to be hacked accounts.

AAP FactCheck has come across dozens of such posts with similar features and almost identical captions. 

Accompanying each post are side-by-side images, the left depicting a young woman and the right depicting a supposedly slimmer version of the same woman.

“In just 30 days, my neighbors were very surprised by my changes,” the caption reads. “No need for excessive exercise or strict dieting every day. Thanks to my friends’ advice, this really works. I am looking forward to more significant changes!”

The posts then direct readers to click a suspicious link in the comments.

Crossed out Facebook post showing fake before and after diet pics
Comments direct users to click suspicious-looking links, often featuring the Instagram logo.

Digital media and AI experts say the posts are fake. 

Jean Burgess, Professor of Digital Media at Queensland University of Technology, told AAP FactCheck that the biggest clue the posts are fake is the context of the images.

“They are showing up as posts on hacked or impersonated accounts,” Prof Burgess said, “the text that accompanies them is identical, and they are being used to promote products or services of doubtful quality and trustworthiness.” 

In many cases, the images appear to show a completely different person to the Facebook account’s profile photo, and several versions of the post – each depicting different women and all purporting to show the account-owner’s weight loss transformation – have been posted by a single account.

Fake before and after diet images from Facebook.
The figure in this ‘before’ image appears to have an extra leg.

Experts told AAP FactCheck they believe the images have been created using a text-to-image tool that enables users to generate images based on descriptive prompts.

Prof Burgess explained that the “after” images on the right in each pair may have been generated using the “before” image as a seed – a preliminary image that generates another – in a tool such as Midjourney or DALL-E.

“The ‘before’ images look suspiciously uniform as well,” Prof Burgess said, noting the pleasant lighting, outdoor settings and very generic composition. 

Brendan Murphy, a lecturer in the Digital Media program at Central Queensland University, told AAP FactCheck he was certain the images are AI-generated pairs. 

He explained that by using a tool like Stable Diffusion, anyone can write a descriptive prompt and set a number of other parameters to generate two similar images.

“Say I write a detailed prompt, use a specific seed and run the generation for 50 steps,” Mr Murphy said. “I’d get a very specific image.

“Then say I used the same prompt and the same seed but a different number of steps. The image would not be the same, but it would be similar, and the overall geometry of the image would be the same, thanks to using the same seed.”

AI-generated images of a woman and a slimmer version of same woman.
Professor Burgess conducted her own experiment creating AI-generated imagery similar to the posts.

Prof Burgess conducted her own experiment using a text-to-image tool to generate a pair of images in a similar style.

To generate the first, Prof Burgess used the prompt “a relaxed outdoor photographic portrait of a plus-sized girl next door type”. 

She then requested a variation using the prompt “a relaxed outdoor photographic portrait of a slim girl next door type”.

The before-and-after posts bear many of the hallmarks of AI-generated images, such as inaccurate shadows and warped perspectives.

Some images feature unusual or distorted clothing, while others incorporate T-shirts with gibberish slogans

Flawed AI images from Facebook diet claims
The flaws: floating hair; fake shadows; many-fingered or malformed hands; strange clothes.

In some posts, the “before” and “after” images even appear to depict two people with different ethnic origins or different heights.

Jeannie Paterson from the University of Melbourne’s Centre for AI and Digital Ethics warned AI-generated fakes are getting “better and better”. 

“This is why there are calls for tech companies and platforms to use watermarking or metadata clearly to identify AI images and prevent scams,” Prof Paterson said. 

AAP FactCheck has previously debunked Facebook posts in which users claimed fake images were genuine historical photographs or works of art.

The Verdict

False – The claim is inaccurate.

AAP FactCheck is an accredited member of the International Fact-Checking Network. To keep up with our latest fact checks, follow us on Facebook, Twitter and Instagram.

What is AAPNews?

For the first time, Australian Associated Press is delivering news straight to the consumer.

No ads. No spin. News straight-up.

Not only do you get to enjoy high-quality news delivered straight to your desktop or device, you do so in the knowledge you are supporting media diversity in Australia.

AAP Is Australia’s only independent newswire service, free from political and commercial influence, producing fact-based public interest journalism across a range of topics including politics, courts, sport, finance and entertainment.

What is AAPNews?
The Morning Wire

Wake up to AAPNews’ morning news bulletin delivered straight to your inbox or mobile device, bringing you up to speed with all that has happened overnight at home and abroad, as well as setting you up what the day has in store.

AAPNews Morning Wire
AAPNews Breaking News
Breaking News

Be the first to know when major breaking news happens.


Notifications will be sent to your device whenever a big story breaks, ensuring you are never in the dark when the talking points happen.

Focused Content

Enjoy the best of AAP’s specialised Topics in Focus. AAP has reporters dedicated to bringing you hard news and feature content across a range of specialised topics including Environment, Agriculture, Future Economies, Arts and Refugee Issues.

AAPNews Focussed Content
Subscription Plans

Choose the plan that best fits your needs. AAPNews offers two basic subscriptions, all billed monthly.

Once you sign up, you will have seven days to test out the service before being billed.

AAPNews Full Access Plan
Full Access
AU$10
  • Enjoy all that AAPNews has to offer
  • Access to breaking news notifications and bulletins
  • Includes access to all AAPNews’ specialised topics
Join Now
AAPNews Student Access Plan
Student Access
AU$5
  • Gain access via a verified student email account
  • Enjoy all the benefits of the ‘Full Access’ plan at a reduced rate
  • Subscription renews each month
Join Now
AAPNews Annual Access Plan
Annual Access
AU$99
  • All the benefits of the 'Full Access' subscription at a discounted rate
  • Subscription automatically renews after 12 months
Join Now

AAPNews also offers enterprise deals for businesses so you can provide an AAPNews account for your team, organisation or customers. Click here to contact AAP to sign-up your business today.

SEVEN DAYS FREE
Download the app
Download AAPNews on the App StoreDownload AAPNews on the Google Play Store