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📋 [TASK] Refactor Perlin Noise Augmenter #2429

Open
Tracked by #2364
samet-akcay opened this issue Nov 22, 2024 · 0 comments
Open
Tracked by #2364

📋 [TASK] Refactor Perlin Noise Augmenter #2429

samet-akcay opened this issue Nov 22, 2024 · 0 comments

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@samet-akcay
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samet-akcay commented Nov 22, 2024 •
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Describe the task

Perlin noise in anomalib is adapter from DRAEM's official implementation, which uses imgaug library. We will need to re-write this with torch and torchvision v2, and possibly convert it to a PreProcessor.

Acceptance Criteria

  • Implement the augmenter in torchvision v2
  • Implement the Perlin PreProcessor
  • Remove imgaug from the dependencies

Priority

Medium

Related Epic

2364

Estimated Time

No response

Current Status

Not Started

Additional Information

No response
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