Example Use Case: Detecting Eyeglasses

This example walks you through creating and training a model that identifies whether eyeglasses appear in an advertising image.

Defining your Problem

In this case we’re simply looking for clear images of glasses in various contexts. We also want to know how much space in the frame they take up, if a person is wearing them, and how centered they are in the frame.

To begin, navigate to the My Models page, click on Create a New Model, and choose Find Objects as your model type. Name your model and define the label for detection, eg., “eyeglasses”. When you click Continue, you’ll be able to upload an image dataset on the right hand side of the screen. The next step walks you through preparing data to make sure you have a representative dataset for training your model.