Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation

Figure 1. OnDA framework in action. We show images with varying intensity of rain (from 0 to 200mm). When dealing with such complicated domain shifts, both pretrained networks and offline adaptations struggle, whereas our online framework is able to adapt, without forgetting.