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Add metrics to Anomaly OV Task #3471

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ashwinvaidya17
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Summary

How to test

Checklist

  • I have added unit tests to cover my changes.​
  • I have added integration tests to cover my changes.​
  • I have ran e2e tests and there is no issues.
  • I have added the description of my changes into CHANGELOG in my target branch (e.g., CHANGELOG in develop).​
  • I have updated the documentation in my target branch accordingly (e.g., documentation in develop).
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  • I submit my code changes under the same Apache License that covers the project.
    Feel free to contact the maintainers if that's a concern.
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# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

Signed-off-by: Ashwin Vaidya <[email protected]>
@ashwinvaidya17
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There is a slight drop in performance between torch and OV task
Torch:
Pasted image 20240508103945

OV:
Pasted image 20240508154927

@harimkang harimkang enabled auto-merge (squash) May 9, 2024 00:23
@harimkang
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There is a slight drop in performance between torch and OV task Torch: Pasted image 20240508103945

OV: Pasted image 20240508154927

This result is mostly caused by differences in the transform pipeline. Can you take a look at the transforms in your overall anomaly model?

@harimkang harimkang merged commit c871af4 into openvinotoolkit:releases/2.0.0 May 9, 2024
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@chuneuny-emily
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@ashwinvaidya17 - The performance degradation in the OV model seems too significant. Please review the data transformation part as Harim mentioned above.

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3 participants