Active Learning-DETR: Cost-Effective Object Detection for Kitchen Waste.
Hai QinLiye ShuLi ZhouSongyun DengHaihua XiaoWei SunQiaokang LiangDan ZhangYaonan WangPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- cost effective
- object detection
- active learning
- low cost
- computer vision
- cost effectiveness
- scene understanding
- semi supervised
- object categories
- object recognition
- learning strategies
- object classification
- face detection
- random sampling
- training examples
- machine learning
- pool based active learning
- relevance feedback
- supervised learning
- background subtraction
- selective sampling
- multi class
- learning algorithm
- pedestrian detection
- labeled data
- waste management
- environmental impact
- deformable part models
- experimental design
- training set
- long term
- cost sensitive
- transfer learning
- decision trees
- scene recognition
- batch mode
- information and communication technologies
- data center
- intrusion detection
- real time
- imbalanced data classification