PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection.
Gang LiXiang LiYujie WangShanshan ZhangYichao WuDing LiangPublished in: CoRR (2022)
Keyphrases
- object detection
- semi supervised
- supervised learning
- active learning
- labeled data for training
- unlabeled data
- fully labeled
- label propagation
- semi supervised learning
- training process
- labeled data
- image segmentation
- co training
- unsupervised learning
- labeling effort
- object detectors
- discriminatively trained
- face detection
- image parsing
- background subtraction
- training set
- scene understanding
- partially labeled
- training phase
- computer vision
- semi supervised classification
- labeled examples
- multi class
- training examples
- training samples
- prior knowledge
- object classification
- pascal voc
- structured prediction
- metric learning
- batch mode
- pedestrian detection
- human body
- object recognition
- multi view