Gabriel Tseng

Classification Drives Geographic Bias in Street Scene Segmentation

This work investigated geo-biases in a Eurocentric driving dataset (Cityscapes) on the fine-grained localization task of instance segmentation and found that instance segmentation models trained on European driving scenes (Eurocentric models) were geo-biased.