Ontology highlight
ABSTRACT:
SUBMITTER: Lv X
PROVIDER: S-EPMC7146140 | biostudies-literature | 2020 Mar
REPOSITORIES: biostudies-literature
Lv Xiaoming X Duan Fajie F Jiang Jia-Jia JJ Fu Xiao X Gan Lin L
Sensors (Basel, Switzerland) 20200316 6
Most of the current object detection approaches deliver competitive results with an assumption that a large number of labeled data are generally available and can be fed into a deep network at once. However, due to expensive labeling efforts, it is difficult to deploy the object detection systems into more complex and challenging real-world environments, especially for defect detection in real industries. In order to reduce the labeling efforts, this study proposes an active learning framework f ...[more]