Example of good annotations how to#

This can be used, for instance, for monitoring occupied and unoccupied parking spaces or coordinating air traffic. You can train the AI to find objects in video footage and to provide coordinates. Object tracking comes in extremely handy for tasks such as monitoring pedestrians or vehicles for security purposes. AI can track objects in video footage and predict their next location. For instance, it can be used to detect cars, road damage, or animals. You can use annotations to train the AI to detect objects in video footage. The labels can be anything from simple identification of objects to distinguishing complex actions and emotions.Īnnotations and AI video labeling can be used for:

This can be done manually or, to a certain degree, automatically. Video Annotation for AI involves adding labels or masks to video data to train AI computer vision models. It forms the basis for training data for supervised learning models. ‍ Data annotation is one of the essential tasks linked to developing real-world AI solutions. We can then train our computer vision model to tell us whether a new image or footage has a cat or a dog in it.

Example of good annotations how to#

They used to teach computers how to recognize specific objects or situations.įor example, a dataset that contains cats and dogs might be annotated with the appropriate labels. In the context of machine learning, annotations are used to label and categorize data. AI video annotation: definition and benefits