5 Easy Ways to Detect an AI-Generated Image

Fishon Amos -

The advancement in artificial intelligence (AI) has led to a rapid increase in highly realistic images that are often indistinguishable from genuine images. 

According to Everypixel, since 2022, more than 15 billion images have been created using text-to-image AI tools. This is higher than the total number of photographs taken by humans in 150 years.

This development presents serious challenges in terms of misinformation, forgery, and the erosion of trust in digital content.

As AI-generated images become increasingly common, it is important to learn how to detect these images. Here are five easy ways to detect an AI-generated image.

1. Look for Anomalies in Details

AI often struggles with details. Examine the image carefully for any irregularities, such as distorted backgrounds, irregular textures on surfaces, or inconsistencies in lighting and shadows.

Human figures generated by AI may have unusual features like asymmetric facial traits or unrealistic hair patterns. A critical look at these elements can help you differentiate between an AI-generated image and a real image.

2. Check for Repetition

AI algorithms sometimes repeat patterns or textures within an image. This repetition can appear in backgrounds, clothing textures, or even in natural elements such as clouds and water. These repetitions can be a giveaway that the image was generated by AI.

3. Assess the Reflections and Eyes

Reflections and eyes are difficult for AI to replicate. In AI-generated images, reflections appear overly simplistic. They also fail to correspond accurately with the source of light. Similarly, eyes in artificial images often lack depth or exhibit an unnatural gloss.

Various online tools such as IsItAI and AIorNot are designed to detect AI-generated content. Uploading the image in question to these platforms can provide a quick assessment of its authenticity.

Additionally, performing a reverse image search on Google search can reveal if the image or similar variations have been flagged as AI-generated in other contexts. The "about this image" section on Google Search can also help discover if an image is fake or AI-generated.

5. Examine the Context and Source

Often, the context or source from which an image originates can offer clues about its authenticity. Images shared on unreliable websites or those lacking verifiable metadata should be approached with doubts.

Genuine images typically come with metadata that includes the camera used, the date, and the location, which can be missing or fabricated in AI-generated images. You can use free tools such as ImageMetaDataChecker and MetaData2Go to check this information.

Conclusion

As AI technology continues to evolve, so too will the sophistication of AI-generated images. Staying informed about the latest techniques used to create and detect these images is important.

Employing the methods outlined in this article can help individuals enhance their ability to detect the authenticity of digital images.