package common.task.v1alpha

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Task enumerates the AI task that a model is designed to solve.

• TASK_UNSPECIFIED = 0

  Unspecified.

• TASK_CLASSIFICATION = 1

  Image Classification - classify images into predefined categories.

• TASK_DETECTION = 2

  Object Detection - detect and localize multiple objects in images.

• TASK_KEYPOINT = 3

  Keypoint Detection - detect and localize multiple keypoints of objects in images.

• TASK_OCR = 4

  OCR (Optical Character Recognition) - detect and recognize text in images.

• TASK_INSTANCE_SEGMENTATION = 5

  Instance Segmentation - detect, localize and delineate multiple objects in images.

• TASK_SEMANTIC_SEGMENTATION = 6

  Semantic Segmentation - classify image pixels into predefined categories.

• TASK_TEXT_TO_IMAGE = 7

  Text to Image - generate images from input text prompts.

• TASK_IMAGE_TO_IMAGE = 11

  Image to Image - generate an image from another image.

• TASK_EMBEDDING = 12

  Embedding - generate an embedding (a representation as coordinates) from a multimodal input.

• TASK_SPEECH_RECOGNITION = 13

  Speech Recognition - transcribe the words in an audio input.

• TASK_CHAT = 14

  Conversational Text Generation - generate text as responses to a dialog input.

• TASK_COMPLETION = 15

  Completion Text Generation - generate text following the input prompt.

• TASK_CUSTOM = 16

  Custom - custom task type for free form input/output.