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Pimo tutorials/02 advanced ii #2347

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Oct 9, 2024
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Pimo tutorials/02 advanced ii #2347

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8e484d7
uset all padim features to make it deterministic
jpcbertoldo Oct 1, 2024
33fe49f
add aupimo notebook advanced i
jpcbertoldo Oct 2, 2024
9061bb8
update readme
jpcbertoldo Oct 2, 2024
f854b63
modify changelog
jpcbertoldo Oct 3, 2024
d34f639
correct readme
jpcbertoldo Oct 3, 2024
74c1702
correct again
jpcbertoldo Oct 3, 2024
cc93ae6
minor corrections
jpcbertoldo Oct 3, 2024
cf62ff3
add aupimo notebook advanced ii (pimo curve and integration bounds)
jpcbertoldo Oct 4, 2024
d3453c6
Merge branch 'up/main' into pimo_tutorials/02_advanced_ii
jpcbertoldo Oct 7, 2024
7b2e0a0
fix links
jpcbertoldo Oct 8, 2024
4d87aa2
correct change log
jpcbertoldo Oct 9, 2024
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5 changes: 3 additions & 2 deletions CHANGELOG.md
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Expand Up @@ -8,6 +8,9 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).

### Added

- Add `AUPIMO` tutorials notebooks in https://github.com/openvinotoolkit/anomalib/pull/2330 and https://github.com/openvinotoolkit/anomalib/pull/2336
- Add `AUPIMO` metric by [jpcbertoldo](https://github.com/jpcbertoldo) in https://github.com/openvinotoolkit/anomalib/pull/1726 and refactored by [ashwinvaidya17](https://github.com/ashwinvaidya17) in https://github.com/openvinotoolkit/anomalib/pull/2329

### Changed

### Deprecated
Expand Down Expand Up @@ -120,8 +123,6 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).

### Added

- Add `AUPIMO` tutorials notebooks in https://github.com/openvinotoolkit/anomalib/pull/2330 and https://github.com/openvinotoolkit/anomalib/pull/2336
- Add `AUPIMO` metric by [jpcbertoldo](https://github.com/jpcbertoldo) in https://github.com/openvinotoolkit/anomalib/pull/1726 and refactored by [ashwinvaidya17](https://github.com/ashwinvaidya17) in https://github.com/openvinotoolkit/anomalib/pull/2329
- Add requirements into `pyproject.toml` & Refactor anomalib install `get_requirements` by @harimkang in https://github.com/openvinotoolkit/anomalib/pull/1808

### Changed
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2 changes: 1 addition & 1 deletion notebooks/700_metrics/701a_aupimo.ipynb
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Expand Up @@ -127,7 +127,7 @@
"We will use dataset Leather from MVTec AD. \n",
"\n",
"> See the notebooks below for more details on datamodules. \n",
"> [github.com/openvinotoolkit/anomalib/tree/main/notebooks/100_datamodules]((https://github.com/openvinotoolkit/anomalib/tree/main/notebooks/100_datamodules))"
"> [github.com/openvinotoolkit/anomalib/tree/main/notebooks/100_datamodules](https://github.com/openvinotoolkit/anomalib/tree/main/notebooks/100_datamodules)"
]
},
{
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4 changes: 2 additions & 2 deletions notebooks/700_metrics/701b_aupimo_advanced_i.ipynb
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Expand Up @@ -143,13 +143,13 @@
"source": [
"# Basics\n",
"\n",
"This part was covered in the notebook [701a_aupimo.ipynb](701a_aupimo.ipynb), so we'll not discuss it here.\n",
"This part was covered in the notebook [701a_aupimo.ipynb](./701a_aupimo.ipynb), so we'll not discuss it here.\n",
"\n",
"It will train a model and evaluate it using AUPIMO.\n",
"We will use dataset Leather from MVTec AD with `PaDiM` (performance is not the best, but it is fast to train).\n",
"\n",
"> See the notebooks below for more details on:\n",
"> - datamodules: [100_datamodules]((https://github.com/openvinotoolkit/anomalib/tree/main/notebooks/100_datamodules));\n",
"> - datamodules: [100_datamodules](https://github.com/openvinotoolkit/anomalib/tree/main/notebooks/100_datamodules);\n",
"> - models: [200_models](https://github.com/openvinotoolkit/anomalib/tree/main/notebooks/200_models)."
]
},
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936 changes: 936 additions & 0 deletions notebooks/700_metrics/701c_aupimo_advanced_ii.ipynb
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9 changes: 5 additions & 4 deletions notebooks/README.md
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Expand Up @@ -54,7 +54,8 @@ To install Python, Git and other required tools, [OpenVINO Notebooks](https://gi

## 7. Metrics

| Notebook | GitHub | Colab |
| ----------------------------------------------- | ----------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| AUPIMO basics | [701a_aupimo](/notebooks/700_metrics/701a_aupimo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/anomalib/blob/main/notebooks/700_metrics/701a_aupimo.ipynb) |
| AUPIMO representative samples and visualization | [701b_aupimo_advanced_i](/notebooks/700_metrics/701b_aupimo_advanced_i.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/anomalib/blob/main/notebooks/700_metrics/701b_aupimo_advanced_i.ipynb) |
| Notebook | GitHub | Colab |
| ----------------------------------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| AUPIMO basics | [701a_aupimo](/notebooks/700_metrics/701a_aupimo.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/anomalib/blob/main/notebooks/700_metrics/701a_aupimo.ipynb) |
| AUPIMO representative samples and visualization | [701b_aupimo_advanced_i](/notebooks/700_metrics/701b_aupimo_advanced_i.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/anomalib/blob/main/notebooks/700_metrics/701b_aupimo_advanced_i.ipynb) |
| PIMO curve and integration bounds | [701c_aupimo_advanced_ii](/notebooks/700_metrics/701c_aupimo_advanced_ii.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openvinotoolkit/anomalib/blob/main/notebooks/700_metrics/701c_aupimo_advanced_ii.ipynb) |
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