Imagefeatures

flowtask.components.ImageFeatures

ImageFeatures

ImageFeatures(loop=None, job=None, stat=None, **kwargs)

Bases: FlowComponent

ImageFeatures is a component for extracting image features. It extends the FlowComponent class and implements a Plugin system for various image processing tasks.

Parameters:

Name	Type	Description	Default
*args		Variable length argument list.	required
**kwargs		Arbitrary keyword arguments.	{}

Attributes:

Name	Type	Description
_model_name	str	The name of the model used for feature extraction.

get_bio

get_bio(bio)

Return a BytesIO object for a payload.

run async

run()

run.

Execute the plugin List to extract image features.

start async

start(**kwargs)

start.

Initialize Task.

process

ImageFeatures

ImageFeatures(loop=None, job=None, stat=None, **kwargs)

Bases: FlowComponent

ImageFeatures is a component for extracting image features. It extends the FlowComponent class and implements a Plugin system for various image processing tasks.

Parameters:

Name	Type	Description	Default
*args		Variable length argument list.	required
**kwargs		Arbitrary keyword arguments.	{}

Attributes:

Name	Type	Description
_model_name	str	The name of the model used for feature extraction.

get_bio

get_bio(bio)

Return a BytesIO object for a payload.

run async

run()

run.

Execute the plugin List to extract image features.

start async

start(**kwargs)

start.

Initialize Task.