Bias in Automated Image Colorization: Metrics and Error Types

Frank Stapel, Floris Weers, Doina Bucur

We measure the color shifts present in colorized images from the ADE20K dataset, when colorized by the automatic GAN-based DeOldify model. We introduce fine-grained local and regio…