Classic

Anomaly

Anomaly inspection helper for comparing expected and unusual image features.

5 public methods

Import

from Xenonix.Classic import Anomaly

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Filter methods, arguments, and configuration keys on this page.

Configuration

Use Config(...) with these keys where the class exposes configuration.

This object does not expose a public Config table.

Public methods

Create

Creates a new Anomaly instance.

Create()

Arguments

No arguments.

Output

Creates a new Anomaly object.

Train

Runs the main operation and returns the detected/calculated result.

Train(Dataset_Path, Image_Size=640, Iter=12000, Input_Type='MONO', Use_Lbp=True, Eval_Mode='ALL', K_Folds=5, Seeds=None, Train_Ratio=0.8, Valid_Ratio=0.1, Test_Ratio=0.1, Random_Seed=123)

Arguments

Argument	Default	Accepted values	What it does
`Dataset_Path`	Required	Any valid value	Dataset Path value used by the operation.
`Image_Size`	`640`	Any valid value	Input image size used by the model/tool.
`Iter`	`12000`	Any valid value	Iter value used by the operation.
`Input_Type`	`'MONO'`	`MONO`, `COLOR`	Mode/value selector for input type.
`Use_Lbp`	`True`	Any valid value	Enables or disables lbp behavior.
`Eval_Mode`	`'ALL'`	`ALL`, `SEEDS`, `KFOLD`	Mode/value selector for eval mode.
`K_Folds`	`5`	Any valid value	K Folds value used by the operation.
`Seeds`	`None`	Any valid value	Seeds value used by the operation.
`Train_Ratio`	`0.8`	Any valid value	Train Ratio value used by the operation.
`Valid_Ratio`	`0.1`	Any valid value	Valid Ratio value used by the operation.
`Test_Ratio`	`0.1`	Any valid value	Test Ratio value used by the operation.
`Random_Seed`	`123`	Any valid value	Random Seed value used by the operation.

Output

Returns structured data such as a list or dictionary.

Predict

Runs the main operation and returns the detected/calculated result.

Predict(Frame)

Arguments

Argument	Default	Accepted values	What it does
`Frame`	Required	Any valid value	Input image/frame data. Can be an image object, array, or frame accepted by this tool.

Output

Returns the calculated result.

Write

Writes the current data to a file path.

Write(Path)

Arguments

Argument	Default	Accepted values	What it does
`Path`	Required	Any valid value	File path used for reading or writing.

Output

Returns success/status or the operation result.

Read

Reads data from a file path.

Read(Path)

Arguments

Argument	Default	Accepted values	What it does
`Path`	Required	Any valid value	File path used for reading or writing.

Output

Returns success/status or the operation result.