ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception
Tung-I Chen,Jen-Wei Wang,Winston H. Hsu,Tung-I Chen,Jen-Wei Wang,Winston H. Hsu
Object detection plays a deep role in visual systems by identifying instances for downstream algorithms. In industrial scenarios, however, a slight change in manufacturing systems would lead to costly data re-collection and human annotation processes to re-train models. Existing solutions such as semi-supervised and few-shot methods either rely on numerous human annotations or suffer low performan...
