Several advanced technologies are integral to automated labeling systems:
- Machine Learning: Algorithms like decision trees, neural networks, and support vector machines are used to classify data based on patterns. - Artificial Intelligence: AI enhances the system’s ability to learn from data and improve over time. - Robotics: Automates the physical handling and measurement of samples. - Natural Language Processing (NLP): Helps in understanding and categorizing textual data, such as research papers and experimental notes.
