Code

Add DSR model#1142

Code

Merged

samet-akcay merged 63 commits intoopenvinotoolkit:mainopenvinotoolkit/anomalib:mainfrom phcarval:dsr_devphcarval/anomalib:dsr_devCopy head branch name to clipboardOct 24, 2023

+1,943-2

Commits

Commits on Jun 14, 2023

• added license, init.py and draft readme

  phcarval

  committed
  2d4c130

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• added draft DSR files

  phcarval

  committed
  e0da4d7

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• minor comment update

  phcarval

  committed
  ca18f04

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• Implemented dsr model + comments

  phcarval

  committed
  c52e644

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• added dsr discrete model

  phcarval

  committed
  c139d98

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• added defect generation in torch model + dsr to list of existing methods in init.py

  phcarval

  committed
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• fixed torch model, started implementing lightning model, implemented anomaly generator

  phcarval

  committed
  88930e6

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• added loss file for DSR

  phcarval

  committed
  e8fc81f

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• Added loss, improved lightning module

  phcarval

  committed
  c72c81f

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• Finished up global implementation of DSR second phase

  phcarval

  committed
  64a43a6

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• minor fixes

  phcarval

  committed
  689ab08

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Commits on Jun 15, 2023

• Bugfixes

  phcarval

  committed
  1b7e21b

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• Fixed DSR loss calculation

  phcarval

  committed
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• on_training_start -> on_train_start

  phcarval

  committed
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Commits on Jun 16, 2023

• pre-commit run

  phcarval

  committed
  f15e379

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• updated DSR documentation

  phcarval

  committed
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• reset config file

  phcarval

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• Merge branch 'main' into dsr_dev

  phcarval

  committed
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Commits on Jun 19, 2023

• added automatic pretraining weight download

  phcarval

  committed
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• testing pretrained weights. fixed embedding size in upsampling module and image recon module, to be fixed in original branch

  phcarval

  committed
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Commits on Jun 20, 2023

• successful testing on pretrained dsr weights

  phcarval

  committed
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• checked test quality with pretrained weights, fixed anomaly score calculation

  phcarval

  committed
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Commits on Jun 21, 2023

• training is functional

  phcarval

  committed
  2774ccf

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• Fixed training procedure

  phcarval

  committed
  a2c2d22

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• test still working

  phcarval

  committed
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• working upsampling module training and testing

  phcarval

  committed
  2251333

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• added upsampling module training and testing

  phcarval

  committed
  6fc6af8

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• fixed minor bugs

  phcarval

  committed
  41f3723

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• updated documentation

  phcarval

  committed
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Commits on Jun 22, 2023

• added tests and doc

  phcarval

  committed
  b6a1492

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• adapted learning schedule to steps

  phcarval

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Commits on Jun 30, 2023

• Merge branch 'main' into dsr_dev

  samet-akcay

  authored
  22f0de8

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• Update src/anomalib/models/dsr/anomaly_generator.py

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  phcarval

  and

  ashwinvaidya17

  authored
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• Apply suggestions from code review

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  3 peopleauthored
  ad37c33

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• refactored outputs into dicts

  phcarval

  committed
  eb4e1ec

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• remove super() args

  phcarval

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  12e251c

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Commits on Jul 6, 2023

• changed downloading weights from anomalib releases + minor fixes

  phcarval

  committed
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• pre commit hooks + minor fixes

  phcarval

  committed
  8b4e7ab

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• removed configurable ckpt path refs + default iteration nb from paper

  phcarval

  committed
  576bfea

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• cleaned up dsr.rst and turned exceptions into RuntimeErrors

  phcarval

  committed
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Commits on Jul 11, 2023

• Added upsampling ratio parameter to set third training phase epochs

  phcarval

  committed
  2fe546f

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Commits on Jul 16, 2023

• Added batched evalaution + minor code simplification

  phcarval

  committed
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• pre commit hooks

  phcarval

  committed
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Commits on Jul 24, 2023

• squeeze output image score tensor

  phcarval

  committed
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Commits on Aug 23, 2023

• merged main

  phcarval

  committed
  d2b6e5a

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• readded new path check in efficient ad

  phcarval

  committed
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Commits on Sep 5, 2023

• Merge branch 'main' into dsr_dev

  phcarval

  committed
  2619bb5

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• Merge branch 'main' into dsr_dev

  samet-akcay

  authored
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Commits on Sep 21, 2023

• fixed double step count with manual optimization

  phcarval

  committed
  f01bf62

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• fixed trailing whitespace

  phcarval

  authored
  a108445

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• Fix black issues

  samet-akcay

  committed
  c0fd124

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Commits on Sep 22, 2023

• Merge branch 'main' into dsr_dev

  samet-akcay

  authored
  7a8b73a

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• Apply suggestions from code review

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  phcarval

  and

  samet-akcay

  authored
  e17252a

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• review suggestions

  phcarval

  committed
  c74353c

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• Merge branch 'main' into dsr_dev

  samet-akcay

  authored
  9d5a730

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• updated architecture image links

  phcarval

  committed
  2550a45

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• Address mypy

  samet-akcay

  committed
  68ff3e9

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Commits on Sep 25, 2023

• changed output types for dsr model

  phcarval

  committed
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Commits on Sep 27, 2023

• Merge branch 'main' into dsr_dev

  samet-akcay

  authored
  f16ade9

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• Merge branch 'main' into dsr_dev

  samet-akcay

  authored
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• readded dict outputs, adapted to TorchInferencer

  phcarval

  committed
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Commits on Sep 30, 2023

• fixed error in output dict

  phcarval

  committed
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Commits on Oct 5, 2023

• removed default imagenet norm

  phcarval

  committed
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