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BlurItem

Blur a particular item in the image.

This module provides an pipeline element to blur a particular item in the image. There are arguments to specify the item to blur and the shape of the blur. Note that bluring the item will only apply to images extracted by JPEG.

<e-shape> supported:

  • circle
  • box

Examples:

REST API:

WIP

Configuration File:

short-from : blur-item:<s-item>:<e-shape>

Blur all faces (circle):

source:
- address: https://youtu.be/jY86pXeTOLw
- type: youtube
pipeline:
- yolov5s-face:a:0.3:0.3
- blur-item:face:circle
- image-encoder

BlurItem Objects​

class BlurItem(Element)

Blur a particular item in the image.

Attributes:

  • name str - The name of the element.
  • item str - The item to blur.
  • shape str - The shape of the blur.

Examples:

Face (circle):

ele = BlurItem("face", "circle")

Person (box):

ele = BlurItem("person", "box")

extract_params​

@staticmethod
def extract_params(model_params)

Extract the parameters for this element.

Arguments:

  • model_params List[str] - The parameters for this element.

Returns:

  • item str - The item to blur.
  • shape str - The shape of the blur.

Raises:

  • ExtractParameterException - If the parameters are not valid.

Examples:

Face (circle):

params = BlurItem.extract_params(["face", "circle"])
ele = BlurItem(*params)

Person (box):

params = BlurItem.extract_params(["person", "box"])
ele = BlurItem(*params)

process​

def process(meta)

Blur the item in the image with a particular shape.

This is the main function for this element. It will take the image and blur the item in the image with a particular shape.

Arguments:

  • meta dict - The metadata to process.

Returns:

  • meta dict - The processed metadata.

Examples:

params = BlurItem.extract_params(["person", "box"])
ele = BlurItem(*params)
meta = ele.process(meta)