The Effect of Improving Annotation Quality on Object Detection Datasets: A Preliminary Study.
Jiaxin MaYoshitaka UshikuMiori SagaraPublished in: CVPR Workshops (2022)
Keyphrases
- object detection
- pascal voc
- computer vision
- high quality
- semantic annotation
- low quality
- higher quality
- improve quality
- quality assessment
- object segmentation
- neural network
- multi class
- digital libraries
- automatic annotation
- synthetic and real datasets
- object class
- scene recognition
- image understanding
- object categories
- image annotation
- benchmark datasets
- face detection
- image representation
- active learning
- object recognition
- information retrieval