One-shot active learning for image segmentation via contrastive learning and diversity-based sampling
Qiuye Jin, Mingzhi Yuan, Qin Qiao, Zhijian Song
Topics & Concepts
Computer scienceSegmentationAnnotationArtificial intelligenceConvolutional neural networkPattern recognition (psychology)Machine learningImage segmentationDeep learningActive learning (machine learning)Domain Adaptation and Few-Shot LearningMachine Learning and AlgorithmsCOVID-19 diagnosis using AI