This app is used to detect skin burns in an image. User can 1) Click a picture, 2) Select a picture from the phone gallery, and 3) Use pictures from an in-built sample gallery to detect skin burns in an image. If it is a picture of a person with burns, it returns the degree of the burn, else it returns none. Also, the user can agree with the prediction or can choose the correct label as feedback for the API.
platform.ai allows domain experts to produce high-quality labels in minutes in a visual, interactive fashion. Jeremy Howard (platform’s Chief Scientist) initially demonstrated this concept in a TEDx talk, where he built a model in 15 minutes that can classify over a million unlabeled points to 99% accuracy (something that previously could take days or weeks). Our motivation was to build an application that non-technical people can use to train good deep learning models.