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📋 [TASK] Integrate Pre-processing as AnomalibModule Attribute #2366

Open
Tracked by #2364
, #2258
...
samet-akcay opened this issue Oct 14, 2024 · 0 comments · May be fixed by #2358
Open
Tracked by #2364
, #2258
...

📋 [TASK] Integrate Pre-processing as AnomalibModule Attribute #2366

samet-akcay opened this issue Oct 14, 2024 · 0 comments · May be fixed by #2358
Milestone
v2.0.0

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@samet-akcay
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Describe the task

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

Acceptance Criteria

  • Develop pre-processing module with Callback and nn.Module interfaces
  • Integrate pre-processing module as an attribute of AnomalibModule
  • Implement methods to apply transforms at various pipeline stages
  • Ensure transforms are included in state dict for proper exporting
  • Create unit tests for pre-processing functionality within AnomalibModule

Priority

High

Related Epic

#2364

Estimated Time

No response

Current Status

In Progress

Additional Information

PR Link: #2358
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Anomalib
Status: 📝 To Do
Milestone
v2.0.0
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🚀 Add PreProcessor to AnomalyModule samet-akcay/anomalib
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@samet-akcay