computational aesthetics | software | image

Cyprus as AI Saw it in 1879: Perpetuating Colonialism

By: Alexia Achileos
Cyprus as AI saw it is concerned with Text-to-Image synthesis as the means to critically comment on affairs of bias in historical and digital colonialism. It draws upon previous experimentation with image-to-text models using as input text descriptions of the Eastern Mediterranean region. The resulting imagery, however, bears little, if any, resemblance to the landscape of the region the input texts refer to. Instead, the generated images are reminiscent of Western or North-European landscapes and architecture. For this project, textual descriptions of the Eastern Mediterranean island of Cyprus, taken from the book ‘Cyprus, as I Saw it in 1879’, by Sir Samuel Baker, where the British official presents his impression on the British Empire’s newly annexed colony, have been fed to two different AttnGAN Text to Image synthesis models. One model has been trained on pre-configured Microsoft Common Objects in Context (COCO) dataset, created by Microsoft in the US - the leading country in the research and use of AI worldwide. The other AttnGAN model has been trained on a custom dataset of Cypriot and Eastern Mediterranean landscapes.
computational aesthetics | software | image

Cyprus as AI Saw it in 1879: Perpetuating Colonialism

Cyprus as AI saw it is concerned with Text-to-Image synthesis as the means to critically comment on affairs of bias in historical and digital colonialism. It draws upon previous experimentation with image-to-text models using as input text descriptions of the Eastern Mediterranean region. The resulting imagery, however, bears little, if any, resemblance to the landscape of the region the input texts refer to. Instead, the generated images are reminiscent of Western or North-European landscapes and architecture.

For this project, textual descriptions of the Eastern Mediterranean island of Cyprus, taken from the book ‘Cyprus, as I Saw it in 1879’, by Sir Samuel Baker, where the British official presents his impression on the British Empire’s newly annexed colony, have been fed to two different AttnGAN Text to Image synthesis models. One model has been trained on pre-configured Microsoft Common Objects in Context (COCO) dataset, created by Microsoft in the US – the leading country in the research and use of AI worldwide. The other AttnGAN model has been trained on a custom dataset of Cypriot and Eastern Mediterranean landscapes.

By: Alexia Achileos

Baker’s colonial, orientalist gaze is reflected in his descriptions of the newly annexed colony as  a degenerate country whose people are in need of salvation by the British empire. These descriptions are juxtaposed with the images generated by the AI model. Western bias has been generally shown to surface AI-related systems of all disparate sorts and on many different occasions, be it Google’s computer vision’s system labelling black people as gorillas, or Beauty.AI, an AI-judged beauty contest that has been shown to significantly favour white individuals of Caucasian origin. This bias is also evident to an extent by the images generated by the COCO dataset, many of them reminiscent of landscapes and flora that do not exist in the Eastern Mediterranean.

Who creates and who consumes the world’s digital infrastructure? At a time when an ever-greater part of the world’s population has online presence, while the AI-related technologies that are expected to shape the future of our societies are being developed and deployed by a very small group of powerful, and predominantly western, countries. When existent AI models already fail to account for anything that cannot be well appropriated with a Western, male perspective, what is the future place of countries such as Cyprus in the world map of this emergent digital era? The project aims give agency to a geographic region, the cultural and historical idiosyncrasies of which are generally not reflected in present day AI research.

Exhibitions / Performances / Workshops

Koutsomichalis, M., Achilleos, A. (2021) A Case of De-colonialist AttnGAN Text to Image Synthesis. New Materialist Informatics 2021: Computing and Worldmaking (Kassel & online).

Achilleos, A. (2021) Workshop on Ethical Considerations in Creative applications of Computer Vision, Conference on Computer Vision and Pattern Recognition (CVPR) 2021, virtual.