Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation.
Alireza GhanbariGholam Hassan ShirdelFarhad MalekiPublished in: Algorithms (2024)
Keyphrases
- learning models
- domain adaptation
- semi supervised learning
- machine learning
- learning tasks
- labeled data
- transfer learning
- semi supervised
- loss function
- unlabeled data
- cross domain
- multiple sources
- classification models
- conditional random fields
- image segmentation
- learning algorithm
- machine learning algorithms
- segmentation algorithm
- target domain
- test data
- learning problems
- co training
- training data
- segmentation method
- sentiment classification
- text classification
- data analysis