TaskType type

Defines values for TaskType.
KnownTaskType can be used interchangeably with TaskType, this enum contains the known values that the service supports.

Known values supported by the service

Classification: Classification in machine learning and statistics is a supervised learning approach in which the computer program learns from the data given to it and make new observations or classifications.
Regression: Regression means to predict the value using the input data. Regression models are used to predict a continuous value.
Forecasting: Forecasting is a special kind of regression task that deals with time-series data and creates forecasting model that can be used to predict the near future values based on the inputs.
ImageClassification: Image Classification. Multi-class image classification is used when an image is classified with only a single label from a set of classes - e.g. each image is classified as either an image of a 'cat' or a 'dog' or a 'duck'.
ImageClassificationMultilabel: Image Classification Multilabel. Multi-label image classification is used when an image could have one or more labels from a set of labels - e.g. an image could be labeled with both 'cat' and 'dog'.
ImageObjectDetection: Image Object Detection. Object detection is used to identify objects in an image and locate each object with a bounding box e.g. locate all dogs and cats in an image and draw a bounding box around each.
ImageInstanceSegmentation: Image Instance Segmentation. Instance segmentation is used to identify objects in an image at the pixel level, drawing a polygon around each object in the image.
TextClassification: Text classification (also known as text tagging or text categorization) is the process of sorting texts into categories. Categories are mutually exclusive.
TextClassificationMultilabel: Multilabel classification task assigns each sample to a group (zero or more) of target labels.
TextNER: Text Named Entity Recognition a.k.a. TextNER. Named Entity Recognition (NER) is the ability to take free-form text and identify the occurrences of entities such as people, locations, organizations, and more.