OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation

Alexandre Rame, Emilien Garreau, Hedi Ben-Younes +1

Object detectors tend to perform poorly in new or open domains, and require exhaustive yet costly annotations from fully labeled datasets. We aim at benefiting from several dataset…