The class predictor tool is the first of our AI powered features to
kick in on a project. The goal of this assistant is to remove the need
to specify what class of the object you are labeling. Thus, speeding up
the labeling process. Once the tool is activated (after our model has
seen enough objects to predict the object's class to a certain accuracy
level) it will override the label class selected by the labeler,
assigning it the class it predicts.
It can be selected by toggling the button at the top of the screen. (when available)
If the assistant is not yet available it will be greyed out. It will
become available a couple of minutes after you have created 25
annotations in a project.
Important: The assistant will not be available when you start a new project. The reason for this is that to work, the underlying AI model first needs data. That data is the annotations that are made in your project.
In our internal testing of Hasty, we have seen that having about 5-10 labeled objects per class often will produce acceptable results for class prediction to work.
Using this assistant was designed so that the user does not have to
do anything. The assistance will simply change the label class of the
labeled object and then send you a notification of the class the label
was changed to.
Did you know that you can use this model for quality assurance and check all your annotations automatically? Learn more here.