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Overview

The ExecutionNode class is crucial for representing a single step in the workflow of image processing tasks. It encapsulates the image, the data processed at this stage, and optionally, a reference to the parent detection.

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Attributes

  • image: The input image at this step of the workflow.
  • data: The data resulting from processing the image. This could be a set of detections or any other type of data.
  • parent_detection (Optional): The detections from the previous step that led to this node.

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Methods

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data_is_detections

Checks if the data associated with this node is of type Detections.

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is_detections
bool

A boolean indicating if the data is of type Detections.

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visualize

Generates a visual representation of the node. If the data is detections, it annotates the image with the detections. Otherwise, it displays the data as text on the image.

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visualized_image
PIL.Image.Image

The image with annotations or data visualization.

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id

Returns the unique identifier of the node.

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node_id
int

The unique identifier of the node.