Annotation

How it is used

Also used for the labels themselves ('the annotations are in a JSON file'). The people who do it are annotators; teams write annotation guidelines and measure how often annotators agree. Often used as a near synonym of labeling.

Example sentences

1. Annotation of 10,000 X-rays took three doctors almost two months.

2. We rewrote the annotation guidelines because annotators disagreed on a third of the examples.

Common collocations

• annotation guidelines
• annotation tool
• data annotation
• inter-annotator agreement

Related terms

• labelThe correct answer attached to a training example, such as 'spam' for an email or 'cat' for a photo, which a supervised model learns to predict.
• ground truthThe correct, verified answers that a model's outputs are compared with, usually created by careful human labeling or by real measurements.
• datasetA collection of examples, such as images, texts or table rows, gathered and organized for training, testing or analyzing a model.
• bounding boxA rectangle drawn around an object in an image and stored as coordinates, showing where the object is. It is the standard output of object detection.

This word in other fields

The same English word can have a different meaning in another field:

• annotation · Artificial Intelligence & Machine Learning
• annotation · Genetics & Biotechnology

More terms: Machine Learning and Data Processing

• artificial intelligence
• machine learning
• model
• training data
• train
• supervised learning
• neural network
• deep learning
• loss function
• overfitting
• test set
• accuracy