Err on the Side of Texture: Texture Bias on Real Data

Blaine Hoak, Ryan Sheatsley, Patrick McDaniel

Bias significantly undermines both the accuracy and trustworthiness of machine learning models. To date, one of the strongest biases observed in image classification models is text…