Segmenting Object Affordances: Reproducibility and Sensitivity to Scale
Segmenting Object Affordances: Reproducibility and Sensitivity to Scale
Visual affordance segmentation identifies image regions of an object an agent can interact with. Existing methods re-use and adapt learning-based architectures for semantic segmentation to the affordance segmentation task and evaluate on small-size datasets. However, experimental setups are often not reproducible, thus leading to unfair and inconsistent comparisons. In this …