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🚀Add SuperSimpleNet model#2428

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blaz-r wants to merge 33 commits intoopenvinotoolkit:release/v2.0.0openvinotoolkit/anomalib:release/v2.0.0from blaz-r:feature/supersimplenetblaz-r/anomalib:feature/supersimplenetCopy head branch name to clipboard

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Commits

Commits on Nov 21, 2024

• Initial code structure

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• Add feature extraction

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• Add adaptor and segdec

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• Format files

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• Add anomaly generation

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• Add configurable params and docstrings

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• Add dosctring and fix lint issue

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• Implement loss and training step

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• Update torchFX to also support str weights

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• Update names

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• Add supervision based param settings and validation step

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• Add optimizer configs

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• Fix loss and types

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• Add SSN to init

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• Add SSN description

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• Update supersimplenet README.md

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• Update readme with arch and results

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• Update SuperSimpleNet README.md

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• Update architecture image

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• Add SuperSimpleNet to init

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• Fix copyright location and format

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Commits on Nov 25, 2024

• Merge branch 'feature/v2' into feature/supersimplenet

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• Update SSN lightning model for v2

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• Fix cls head to support onnx export

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Commits on Nov 27, 2024

• Merge branch 'feature/v2' into feature/supersimplenet

  samet-akcay

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Commits on Dec 23, 2024

• Merge remote-tracking branch 'refs/remotes/og/release/v2.0.0' into feature/supersimplenet

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• Update SSN ano. gen. with new perlin method

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• Add latest v2 structure to SSN

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• Add docstring at the beginning of SSN files.

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• Add SSN to init files

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Commits on Dec 24, 2024

• Include SSN in docs

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Commits on Dec 25, 2024

• Verify and update ssn res for refactored perlin

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• Update readme with res for refactored perlin

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