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NormalizeProcessor

Tiles processor that normalizes a channel

Notes
  • Requires a raster channel

Implements the TilesProcessor protocol.

PARAMETER DESCRIPTION
channel_name

Channel name

TYPE: ChannelName | str

min_value

Minimum value

TYPE: float

max_value

Maximum value

TYPE: float

new_channel_name

New channel name

TYPE: ChannelName | str | None DEFAULT: None

max_num_threads

Maximum number of threads

TYPE: int | None DEFAULT: None

from_config classmethod

Creates a normalize processor from the configuration.

PARAMETER DESCRIPTION
config

Configuration

TYPE: NormalizeProcessorConfig

RETURNS DESCRIPTION
NormalizeProcessor

Normalize processor

__call__

Normalizes the channel.

PARAMETER DESCRIPTION
tiles

Tiles

TYPE: Tiles

RETURNS DESCRIPTION
Tiles

Tiles


NormalizeProcessorConfig

Bases: pydantic.BaseModel

Configuration for the from_config class method of NormalizeProcessor

Create the configuration from a config file
  • Use null instead of None
Example

You can create the configuration from a config file.

config.yaml
package: 'aviary'
name: 'NormalizeProcessor'
config:
  channel_name: 'my_channel'
  min_value: 0.
  max_value: 255.
  new_channel_name: null
  max_num_threads: null
ATTRIBUTE DESCRIPTION
channel_name

Channel name

TYPE: ChannelName | str

min_value

Minimum value

TYPE: float

max_value

Maximum value

TYPE: float

new_channel_name

New channel name - defaults to None

TYPE: ChannelName | str | None

max_num_threads

Maximum number of threads - defaults to None

TYPE: int | None