📋 [TASK] Integrate Post-processing as AnomalibModule Attribute

[samet-akcay]

Describe the task

Implement the post-processing module as an attribute of AnomalibModule.

Acceptance Criteria

• Develop post-processing module with Callback and nn.Module interfaces
• Integrate post-processing module as an attribute of AnomalibModule
• Implement stat collection during training/validation and operation application during testing/prediction
• Ensure collected stats are included in state dict
• Create unit tests for post-processing functionality within AnomalibModule

Priority

High

Related Epic

#2364

Estimated Time

No response

Current Status

Done

Additional Information

No response

[samet-akcay]

PR Link: #2098