ImageNet Database Removes Images Contributing to Racist Bias

The inspiration for this week’s Image Net Roulette art installation, ImageNet operates as an online database of thousands of pictures, cataloged using 2,500+ tags. But, as this newfound popularity proved, the cataloging is steeped in systemic racism and bias. One tweet showed that no matter how many times a man uploaded his photo he was assigned “Black,” “Black African” or “Negroid”—when other options like “Doctor,” …

ImageNet Roulette’s AI-Assigned Labels

Designed by artist Trevor Paglen and Microsoft researcher Kate Crawford, ImageNet Roulette—which is on exhibition now at the Fondazione Prada, Milan—applies labels to user-submitted photos by sourcing its identification system from the original Image Net, a Stanford-backed project that assisted AI in identifying structures, objects and even people. Employees from across the US were rewarded with minimal amounts of money for each photo they assigned …