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Add FastFlow model training testing inference via Anomalib API #386

Merged
merged 64 commits into from
Jun 28, 2022
Merged

Add FastFlow model training testing inference via Anomalib API #386

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d76acf6
Refactored MVTec datamodule
samet-akcay Jun 8, 2022
3b0dd3c
🏷️ Rename BTech datamodule
samet-akcay Jun 8, 2022
c376215
🏷️ Rename Folder datamodule
samet-akcay Jun 8, 2022
7cec5c7
Create datamodule jupyter notebook
samet-akcay Jun 9, 2022
0537b06
Added mvtec into jupyter notebook
samet-akcay Jun 9, 2022
39d7de7
Apply black formatter
samet-akcay Jun 9, 2022
e5d09bb
Finished MVTec
samet-akcay Jun 9, 2022
422fa1c
🏷 Rename the name of the folder
samet-akcay Jun 9, 2022
10b93f0
🏷 Renamed anomaly-datamodule.ipynb to mvtec.ipynb
samet-akcay Jun 9, 2022
599bc46
➕ Created BTech notebook
samet-akcay Jun 9, 2022
f8dc4a7
🚚 Move the main description from mvtec to README.md
samet-akcay Jun 9, 2022
ae1b081
Polish btech jupyter notebook
samet-akcay Jun 9, 2022
d71ce81
➕Created folder jupyter notebook
samet-akcay Jun 9, 2022
a57f74e
Merge branch 'development' into nb/sa/add-dataset-module-notebook
samet-akcay Jun 9, 2022
4f0688c
Merge branch 'development' of github.com:openvinotoolkit/anomalib int…
samet-akcay Jun 13, 2022
9986ffc
Addres PR comments.
samet-akcay Jun 13, 2022
4d18d82
Merge branch 'nb/sa/add-dataset-module-notebook' of github.com:openvi…
samet-akcay Jun 13, 2022
68a9354
Merge branch 'development' of github.com:openvinotoolkit/anomalib int…
samet-akcay Jun 14, 2022
a6885cd
Format the notebooks
samet-akcay Jun 14, 2022
02fd4fd
Added black, isort, flake8 and pylint
samet-akcay Jun 14, 2022
a17f58b
➕ Add mdformat to dev requirements
samet-akcay Jun 14, 2022
b1b1c3d
🛠 Update the nnotebook markdowns
samet-akcay Jun 14, 2022
3b4e46e
Configured pre-commit for notebooks
samet-akcay Jun 14, 2022
f7274ec
➕ Add DATAMODULE_REGISTRY to the datamodules.
samet-akcay Jun 15, 2022
196fcbd
➕ Added relative imports to __init__ modules.
samet-akcay Jun 15, 2022
24f83c5
Register callbacks via @CALLBACK_REGISTRY
samet-akcay Jun 15, 2022
6c5285c
➕ Added missing callback imports
samet-akcay Jun 15, 2022
4bf0ae4
➕ Add AnomalibCLI
samet-akcay Jun 15, 2022
fe9b6a1
➕ Add AnomalibCLI
samet-akcay Jun 15, 2022
a2bad29
➕ Add `normalization_method` to `MetricsConfigurationCallback`
samet-akcay Jun 15, 2022
ca3046c
➕ Add padim config file
samet-akcay Jun 15, 2022
09234f2
🛠 Fix pytorch-lightning version to add extra
samet-akcay Jun 15, 2022
57d8322
Update torchmetrics version requirement
samet-akcay Jun 16, 2022
9ca510d
Add anomalib CLI entrypoint
samet-akcay Jun 16, 2022
e4c0ef9
Remove --save_images flag from the cli
samet-akcay Jun 16, 2022
f023f6c
Refactor trainer.py and create main() function
samet-akcay Jun 16, 2022
8be525c
Updated anomalib entrypoint. Removed trainer.py from cli
samet-akcay Jun 16, 2022
afc8c72
Add logger to cli
samet-akcay Jun 16, 2022
e827f7d
➕ Add patchcore config
samet-akcay Jun 16, 2022
5594557
➕ Add Cflow CLI config
samet-akcay Jun 16, 2022
42a389d
🚚 Move padim and patchcore configs to config directory
samet-akcay Jun 16, 2022
790f588
Add cflow, dfkde, dfm, draem, fastflow, padim and patchcore
samet-akcay Jun 16, 2022
1bd62a2
Merge branch 'development' of github.com:openvinotoolkit/anomalib int…
samet-akcay Jun 16, 2022
4653b54
➕ Add ganomaly config
samet-akcay Jun 16, 2022
39ab361
add reverse distillation and stfpm configs
samet-akcay Jun 16, 2022
063a394
Resolved merge conflicts
samet-akcay Jun 17, 2022
6bc525c
Update notebooks
samet-akcay Jun 17, 2022
90af89d
Merge branch 'development' of github.com:openvinotoolkit/anomalib int…
samet-akcay Jun 17, 2022
487f8a5
Create the project directory only during traaining.
samet-akcay Jun 20, 2022
b8e6a46
Added notebooks
samet-akcay Jun 21, 2022
8cbf682
🏷 Renamed config directory to configs
samet-akcay Jun 21, 2022
b606eed
Fix the project directory creation logic.
samet-akcay Jun 21, 2022
d140396
Add the training CLI command to the README.md
samet-akcay Jun 21, 2022
bc304e5
🛠 Fix incorrect statement.
samet-akcay Jun 21, 2022
1df6b29
Merge branch 'samet-akcay/issue21' of github.com:openvinotoolkit/anom…
samet-akcay Jun 21, 2022
597cf92
Fix patchcore training
samet-akcay Jun 22, 2022
5370fd4
Added fastflow training
samet-akcay Jun 23, 2022
c65ebd6
Added fastflow jupyter notbeook
samet-akcay Jun 24, 2022
2f1b3d1
Removeed models jupyter notebooks
samet-akcay Jun 24, 2022
2b39b11
Resolve conflicts
samet-akcay Jun 24, 2022
eab1816
Removed trainer.py
samet-akcay Jun 24, 2022
52275ef
Addressed PR comments'
samet-akcay Jun 24, 2022
eeb312c
Address PR comments.
samet-akcay Jun 28, 2022
b69738f
Address markdown checks
samet-akcay Jun 28, 2022
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2 changes: 1 addition & 1 deletion configs/model/fastflow.yaml
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Expand Up @@ -29,7 +29,7 @@ model:
hidden_ratio: 1.0 # options: [1.0, 1.0, 0.16, 0.16] - for each supported backbone

optimizer:
class_path: torch.optim.Adam
class_path: torch.optim._multi_tensor.Adam
init_args:
lr: 0.001
weight_decay: 0.00001
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