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🚀 feat(model): add GLASS model into Anomalib #2629

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🚀 feat(model): add GLASS model into Anomalib #2629

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5b4931b
Initial Implementation of GLASS Model
code-dev05 Mar 26, 2025
4789f49
Created the trainer class for glass model
code-dev05 Apr 14, 2025
050fd4c
Added suggested changes
code-dev05 Apr 27, 2025
cdd0984
Modified forward method for model
code-dev05 Apr 27, 2025
381eec6
Fixed backbone loading logic
code-dev05 Apr 30, 2025
9b1c51a
Added type for input shape
code-dev05 May 4, 2025
161005c
Fixed bugs
code-dev05 May 4, 2025
3d78beb
Merge branch 'main' into feature/model/glass
samet-akcay May 7, 2025
617cf49
Changed files as needed
code-dev05 May 13, 2025
f9d3207
Merge remote-tracking branch 'origin/feature/model/glass' into featur…
code-dev05 May 13, 2025
7fea20f
Matched code to the original implementation
code-dev05 Jun 19, 2025
1beedf5
Added support for gpu
code-dev05 Jun 23, 2025
838bc50
Refactored code from lightning model to torch model
code-dev05 Jul 1, 2025
1baa0b7
GPU bug fixed
code-dev05 Jul 2, 2025
f066b3c
used image device in torch model
code-dev05 Jul 2, 2025
6e780b0
fixed bug
code-dev05 Jul 2, 2025
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2 changes: 2 additions & 0 deletions src/anomalib/models/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -66,6 +66,7 @@
Fastflow,
Fre,
Ganomaly,
Glass,
Padim,
Patchcore,
ReverseDistillation,
Expand Down Expand Up @@ -102,6 +103,7 @@ class UnknownModelError(ModuleNotFoundError):
"Fastflow",
"Fre",
"Ganomaly",
"Glass",
"Padim",
"Patchcore",
"ReverseDistillation",
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1 change: 0 additions & 1 deletion src/anomalib/models/components/feature_extractors/__init__.py
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Expand Up @@ -28,7 +28,6 @@

from .timm import TimmFeatureExtractor
from .utils import dryrun_find_featuremap_dims

__all__ = [
"dryrun_find_featuremap_dims",
"TimmFeatureExtractor",
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4 changes: 3 additions & 1 deletion src/anomalib/models/image/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -55,6 +55,7 @@
from .fastflow import Fastflow
from .fre import Fre
from .ganomaly import Ganomaly
from .glass import Glass
from .padim import Padim
from .patchcore import Patchcore
from .reverse_distillation import ReverseDistillation
Expand All @@ -76,12 +77,13 @@
"Fastflow",
"Fre",
"Ganomaly",
"Glass",
"Padim",
"Patchcore",
"ReverseDistillation",
"Stfpm",
"Supersimplenet",
"Uflow",
"VlmAd",
"WinClip",
"WinClip"
]
4 changes: 4 additions & 0 deletions src/anomalib/models/image/glass/__init__.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
# Copyright (C) 2025 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

from .lightning_model import Glass as Glass
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