Imitation Drawing: Can We Spot the Difference Between Ai and Human Generated Drawing?

Keywords:
Artificial Intelligence, DALL-E, AI generated images, Education and AI

Abstract:
Questions that have gained importance with the rise of artificial intelligence (AI): can we discern between image output created by humans versus that generated by AI? In this study, a diverse group of students and educators were presented with a range of tasks to determine whether image outputs were produced by humans or artificial intelligence (AI). The results of the study indicate that both teachers and students were able to differentiate between human and AI-generated outputs with accuracy from 32% to 79% on group images and from 54% to 82% on single images, although performance varied depending on the complexity of the task and participants' level of familiarity with AI. As the prevalence of AI-generated content continues to grow, it is crucial to comprehend how individuals can identify its use. This study highlights the significance of educating people on AI and the subtleties of image output in the era of AI. Overall, it is critical to continue exploring and understanding the intricate relationship between humans and AI as technology continues to advance.

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M. Vukojičić, J. Krstić, M. Veinović, “Imitation Drawing: Can We Spot the Difference Between Ai and Human Generated Drawing?,” in Sinteza 2023 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Singidunum University, Serbia, 2023, pp. 23-27. doi:10.15308/Sinteza-2023-23-27

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Vukojičić, M., Krstić, J., Veinović, M. (2023). Imitation Drawing: Can We Spot the Difference Between Ai and Human Generated Drawing?. Paper presented at Sinteza 2023 - International Scientific Conference on Information Technology, Computer Science, and Data Science. doi:10.15308/Sinteza-2023-23-27

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