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nos.common.tasks

nos.common.tasks

TaskType

Task types.

Source code in nos/common/tasks.py 
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class TaskType(str, Enum):
    """Task types."""

    OBJECT_DETECTION_2D = "object_detection_2d"
    """2D object detection."""
    IMAGE_SEGMENTATION_2D = "image_segmentation_2d"
    """2D image segmentation."""
    DEPTH_ESTIMATION_2D = "depth_estimation_2d"
    """2D depth estimation."""

    IMAGE_CLASSIFICATION = "image_classification"
    """Image classification."""
    IMAGE_GENERATION = "image_generation"
    """Image generation."""
    IMAGE_SUPER_RESOLUTION = "image_super_resolution"
    """Image super-resolution."""

    IMAGE_EMBEDDING = "image_embedding"
    """Image embedding."""
    TEXT_EMBEDDING = "text_embedding"
    """Text embedding."""

    TEXT_GENERATION = "text_generation"
    AUDIO_TRANSCRIPTION = "audio_transcription"

    CUSTOM = "custom"
    """Custom task type."""

OBJECT_DETECTION_2D class-attribute instance-attribute 

OBJECT_DETECTION_2D = 'object_detection_2d'

2D object detection.

IMAGE_SEGMENTATION_2D class-attribute instance-attribute 

IMAGE_SEGMENTATION_2D = 'image_segmentation_2d'

2D image segmentation.

DEPTH_ESTIMATION_2D class-attribute instance-attribute 

DEPTH_ESTIMATION_2D = 'depth_estimation_2d'

2D depth estimation.

IMAGE_CLASSIFICATION class-attribute instance-attribute 

IMAGE_CLASSIFICATION = 'image_classification'

Image classification.

IMAGE_GENERATION class-attribute instance-attribute 

IMAGE_GENERATION = 'image_generation'

Image generation.

IMAGE_SUPER_RESOLUTION class-attribute instance-attribute 

IMAGE_SUPER_RESOLUTION = 'image_super_resolution'

Image super-resolution.

IMAGE_EMBEDDING class-attribute instance-attribute 

IMAGE_EMBEDDING = 'image_embedding'

Image embedding.

TEXT_EMBEDDING class-attribute instance-attribute 

TEXT_EMBEDDING = 'text_embedding'

Text embedding.

CUSTOM class-attribute instance-attribute 

CUSTOM = 'custom'

Custom task type.