3.4.0

What's Changed

• adding hf live demo by @DeepKnowledge1 in #139
• Feat/hierarchical output paths by @DeepKnowledge1 in #140
• change version by @DeepKnowledge1 in #141

Full Changelog: 3.3.3...3.4.0

bottle-assets

model_bottle.zip
sample_bottle_images.zip

3.3.3

What's Changed

• Bugfix/onnx version by @DeepKnowledge1 in #138

Full Changelog: 3.3.1...3.3.3

3.3.1

What's Changed

• Refactor/unified cli by @DeepKnowledge1 in #134
• refactor(cli): delegate subparser definitions to submodule create_par… by @DeepKnowledge1 in #135
• docs(readme): restructure for beginner clarity and expand API sections by @DeepKnowledge1 in #136
• chore: Updated anomavision v3.3.0 -> v3.3.1 by @DeepKnowledge1 in #137

Full Changelog: 3.2.2...3.3.1

3.2.2 Only demo

What's Changed

• modify ci by @DeepKnowledge1 in #132

Full Changelog: 3.2.1...3.2.2

3.3.0

What's Changed

• Feat/onnx cpp by @DeepKnowledge1 in #93
• Develop by @DeepKnowledge1 in #94
• Fix/onnx backend dtype binding by @DeepKnowledge1 in #95
• Map torch dtype → numpy dtype by @DeepKnowledge1 in #96
• Bugfix/mah dtype by @DeepKnowledge1 in #97
• Feat/update md by @DeepKnowledge1 in #98
• Develop by @DeepKnowledge1 in #99
• docs: update by @DeepKnowledge1 in #100
• Develop by @DeepKnowledge1 in #101
• readme by @DeepKnowledge1 in #102
• Docs/update readme by @DeepKnowledge1 in #103
• docs: update comparision AV vs AL by @DeepKnowledge1 in #104
• Add support for BMP file format in dataset validation by @huipeng8 in #105
• Gui tkinter by @huipeng8 in #107
• feat(ui): redesign AnomaVision GUI + fix Pillow/Tk issues by @DeepKnowledge1 in #108
• fix and update padim_example.ipynb to incldue a complete workflow: Tr… by @DeepKnowledge1 in #110
• test: update invalid class error assertion to match new dataset valid… by @raziqi in #112
• ✨ Improve Dataset Loader: Add Support for Arbitrary MVTec-Style Datasets by @raziqi in #111
• refactor(streaming): unify preprocessing and add queued stream sources by @pythonscriptsPro in #113
• merge by @DeepKnowledge1 in #114
• Feature/fastapi streamlit app by @DeepKnowledge1 in #115
• Develop by @DeepKnowledge1 in #116
• Update read me with FASAPI and Streamlit by @DeepKnowledge1 in #117
• Update read me by @DeepKnowledge1 in #118
• fix(dataloader): create DataLoader for offline mode by @DeepKnowledge1 in #120
• reorganize README for clarity, structure, and professionalism by @DeepKnowledge1 in #121
• Refacotor/remove ruamel yaml by @DeepKnowledge1 in #122
• Refactor train/eval scripts for modular execution by @DeepKnowledge1 in #123
• refactor: modularize detect.py to support both CLI and programmatic u… by @DeepKnowledge1 in #124
• Build/uv hardware routing by @DeepKnowledge1 in #125
• reduced image size by @DeepKnowledge1 in #126
• ci(github): implement automated triage, issue templates, and OIDC pub… by @DeepKnowledge1 in #127

New Contributors

• @huipeng8 made their first contribution in #105
• @raziqi made their first contribution in #112
• @pythonscriptsPro made their first contribution in #113

Full Changelog: 3.0.14...3.3.0

3.2.1

What's Changed

• chore: bump version to 3.2.1 for PyPI release by @DeepKnowledge1 in #129

Full Changelog: 3.2.0...3.2.1

AnomaVision with UV

What's Changed

• Feat/onnx cpp by @DeepKnowledge1 in #93
• Develop by @DeepKnowledge1 in #94
• Fix/onnx backend dtype binding by @DeepKnowledge1 in #95
• Map torch dtype → numpy dtype by @DeepKnowledge1 in #96
• Bugfix/mah dtype by @DeepKnowledge1 in #97
• Feat/update md by @DeepKnowledge1 in #98
• Develop by @DeepKnowledge1 in #99
• docs: update by @DeepKnowledge1 in #100
• Develop by @DeepKnowledge1 in #101
• readme by @DeepKnowledge1 in #102
• Docs/update readme by @DeepKnowledge1 in #103
• docs: update comparision AV vs AL by @DeepKnowledge1 in #104
• Add support for BMP file format in dataset validation by @huipeng8 in #105
• Gui tkinter by @huipeng8 in #107
• feat(ui): redesign AnomaVision GUI + fix Pillow/Tk issues by @DeepKnowledge1 in #108
• fix and update padim_example.ipynb to incldue a complete workflow: Tr… by @DeepKnowledge1 in #110
• test: update invalid class error assertion to match new dataset valid… by @raziqi in #112
• ✨ Improve Dataset Loader: Add Support for Arbitrary MVTec-Style Datasets by @raziqi in #111
• refactor(streaming): unify preprocessing and add queued stream sources by @pythonscriptsPro in #113
• merge by @DeepKnowledge1 in #114
• Feature/fastapi streamlit app by @DeepKnowledge1 in #115
• Develop by @DeepKnowledge1 in #116
• Update read me with FASAPI and Streamlit by @DeepKnowledge1 in #117
• Update read me by @DeepKnowledge1 in #118
• fix(dataloader): create DataLoader for offline mode by @DeepKnowledge1 in #120
• reorganize README for clarity, structure, and professionalism by @DeepKnowledge1 in #121
• Refacotor/remove ruamel yaml by @DeepKnowledge1 in #122
• Refactor train/eval scripts for modular execution by @DeepKnowledge1 in #123
• refactor: modularize detect.py to support both CLI and programmatic u… by @DeepKnowledge1 in #124
• Build/uv hardware routing by @DeepKnowledge1 in #125
• reduced image size by @DeepKnowledge1 in #126
• ci(github): implement automated triage, issue templates, and OIDC pub… by @DeepKnowledge1 in #127

New Contributors

• @huipeng8 made their first contribution in #105
• @raziqi made their first contribution in #112
• @pythonscriptsPro made their first contribution in #113

Full Changelog: 3.0.14...3.2.0

Compatible with industrial MLOps Project

This version of AnomaVision is fully compatible with the Industrial MLOps project, ensuring smooth integration, reproducibility, and deployment within the MLOps pipeline

Before doing anything, inside industrial_anodet_mlops, run

git submodule update --init --recursive
Then select 3.0.14

Slim artifacts

What's Changed

• Refactoring by @DeepKnowledge1 in #33
• Develop by @DeepKnowledge1 in #34
• merge by @DeepKnowledge1 in #35
• Merge pull request #35 from DeepKnowledge1/main by @DeepKnowledge1 in #36
• ✅ Add pytest test cases for inference utilities and model export by @DeepKnowledge1 in #37
• Pipeline action by @DeepKnowledge1 in #38
• Develop by @DeepKnowledge1 in #39
• Add log incre folder by @DeepKnowledge1 in #40
• fixing the logger of the exporter by @DeepKnowledge1 in #42
• Develop by @DeepKnowledge1 in #41
• Add AnomaVision profiler to replace manual timing by @DeepKnowledge1 in #43
• Develop by @DeepKnowledge1 in #44
• feat(inference): add backend-specific warm-up support by @DeepKnowledge1 in #45
• Develop by @DeepKnowledge1 in #46
• Add GitStatusChecker to detect if branch is behind upstream. by @DeepKnowledge1 in #48
• Add GitStatusChecker to detect if branch is behind upstream.Show curr… by @DeepKnowledge1 in #49
• Add GitStatusChecker to detect if branch is behind upstream.Show curr… by @DeepKnowledge1 in #51
• mergre by @DeepKnowledge1 in #52
• merge by @DeepKnowledge1 in #53
• Develop by @DeepKnowledge1 in #54
• Merge pull request #54 from DeepKnowledge1/develop by @DeepKnowledge1 in #55
• • All scripts accept either --config or CLI flags; CLI overrides config. by @DeepKnowledge1 in #56
• Gaussian blur batch-safe for score maps by @DeepKnowledge1 in #57
• Merge pull request #57 from DeepKnowledge1/develop by @DeepKnowledge1 in #58
• Feat/padimlite stats pth support by @DeepKnowledge1 in #59
• Develop by @DeepKnowledge1 in #60
• Feat/compare with anomalib by @DeepKnowledge1 in #61
• Develop by @DeepKnowledge1 in #62
• setup: add essential project infrastructure by @DeepKnowledge1 in #63
• Develop by @DeepKnowledge1 in #64
• merge main to dev by @DeepKnowledge1 in #65
• docs: Add comprehensive docstrings to PaDiM core modules by @DeepKnowledge1 in #66
• Develop by @DeepKnowledge1 in #67
• feat: add comprehensive multi-format model comparison test by @DeepKnowledge1 in #68
• Develop by @DeepKnowledge1 in #69
• Implement ONNX Runtime C++ inference for AnomaVision by @DeepKnowledge1 in #70
• Update readme by @DeepKnowledge1 in #71
• Develop by @DeepKnowledge1 in #72

Full Changelog: 2.0.1...2.0.46