Meta’s new AI image generator was trained on 1.1 billion Instagram and Facebook photos

5 min read
Enlarge / Three images generated by “Imagine with Meta AI” using the Emu AI model.

Meta | Benj Edwards

On Wednesday, Meta released a free standalone AI image generator website, “Imagine with Meta AI,” based on its Emu image synthesis model. Meta used 1.1 billion publicly visible Facebook and Instagram images to train the AI model, which can render a novel image from a written prompt. Previously, Meta’s version of this technology—using the same data—was only available in messaging and social networking apps such as Instagram.

If you’re on Facebook or Instagram, it’s quite possible a picture of you (or that you took) helped train Emu. In a way, the old saying, “If you’re not paying for it, you are the product” has taken on a whole new meaning. Although, as of 2016, Instagram users uploaded over 95 million photos a day, so the dataset Meta used to train its AI model was a small subset of its overall photo library.

Since Meta says it only uses publicly available photos for training, setting your photos private on Instagram or Facebook should prevent their inclusion in the company’s future AI model training (unless it changes that policy, of course).

Imagine with Meta AI

Similar to Stable Diffusion, DALL-E 3, and Midjourney, Imagine with Meta AI generates new images based on what the AI model “knows” about visual concepts learned from the training data. Creating images using the new website requires a Meta account, which can be imported from an existing Facebook or Instagram account. Each generation creates four 1280×1280 pixel images that can be saved in JPEG format. Images include a small “Imagined with AI” watermark logo in the lower left-hand corner.

“We’ve enjoyed hearing from people about how they’re using imagine, Meta AI’s text-to-image generation feature, to make fun and creative content in chats,” Meta says in its news release. “Today, we’re expanding access to imagine outside of chats, making it available in the US to start at This standalone experience for creative hobbyists lets you create images with technology from Emu, our image foundation model.”

We put Meta’s new AI image generator through a battery of low-stakes informal tests using our “Barbarian with a CRT” and “Cat with a beer” image synthesis protocol and found aesthetically novel results, as you can see above. (As an aside, when generating images of people with Emu, we noticed many looked like typical Instagram fashion posts.)

We also tried our hand at adversarial testing. The generator appears to filter out most violence, curse words, sexual topics, and the names of celebrities and historical figures (no Abraham Lincoln, sadly), but it allows commercial characters like Elmo (yes, even “with a knife”) and Mickey Mouse (though not with a machine gun).

Meta’s model generally creates photorealistic images well, but not as well as Midjourney. It can handle complex prompts better than Stable Diffusion XL, but perhaps not as well as DALL-E 3. It doesn’t seem to do text rendering well at all, and it handles different media outputs like watercolors, embroidery, and pen-and-ink with mixed results. Its images of people seem to include diversity in ethnic backgrounds. Overall, it seems about average these days in terms of AI image synthesis.

You May Also Like

More From Author

+ There are no comments

Add yours