ML Tasks

In Robot AI Builder, you need to select an ML Task scenario. The type of scenario depends on what type of prediction you are trying to make.

Data classification

Classification is used to categorize data into categories.

Binary Classification

Binary classification scenarios you can do with Visualyze Robot AI

Multiclass classification

Multiclass classification scenarios you can do with Visualyze Robot AI

Regression/Value Prediction

Value prediction, which falls under the regression task, is used to predict numbers.

Regression/Value prediction scenarios you can do with Visualyze Robot AI

Image classification

Image classification is used to identify images of different categories. For example, different types of terrain or animals, or manufacturing defects. You can use the image classification scenario if you have a set of images, and you want to classify the images into different categories.

Object detection

Object detection is used to locate and categorize entities within images. For example, locating and identifying cars and people in an image. You can use object detection when images contain multiple objects of different types.