Aktif Öğrenme Yöntemi Kullanarak Nesne Tespiti Object Detection Using Active Learning.
Nuh HatipogluEsra ÇinarHazim Kemal EkenelPublished in: SIU (2022)
Keyphrases
- active learning
- object detection
- scene understanding
- learning strategies
- random sampling
- face detection
- selective sampling
- object categories
- learning algorithm
- training examples
- semi supervised
- computer vision
- multi class
- deformable part models
- annotation effort
- relevance feedback
- object recognition
- pedestrian detection
- learning process
- supervised learning
- human detection
- discriminatively trained
- object classification
- object class
- neural network
- background subtraction
- active learning strategies
- object segmentation
- machine learning
- unlabeled data
- class imbalance
- music emotion classification
- multiscale
- image parsing
- scene recognition
- labeled data
- experimental design
- batch mode
- learning environment
- image sequences
- data mining
- pool based active learning
- imbalanced data classification
- data sets