How Do Annotation Tools Integrate with Machine Learning?
Annotation tools play a crucial role in the development of machine learning models, especially in the field of digital pathology. Annotated datasets serve as training data for algorithms that can automate the identification and classification of tissue types and abnormalities. By providing high-quality, accurately annotated images, these tools help to improve the performance and reliability of machine learning models.