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https://github.com/hanzoai/anomalib.git
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zeekay
dda5b2a367
The previous commit was meant to remove .github/workflows and removed every tracked path instead — 892 files, the whole repo. This puts back the 874 that were never in scope; the eighteen workflow files stay gone, for the reasons that commit gives. Content is byte-identical to 9d2aec9 outside .github/workflows.
38 lines
1016 B
YAML
38 lines
1016 B
YAML
seed: 42
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accelerator: "cuda"
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default_root_dir: "results"
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tiling:
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image_size: [256, 256]
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tile_size: [128, 128]
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stride: 128
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normalization_stage: image # on what level we normalize, options: [tile, image, none]
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thresholding_stage: image # stage at which we apply threshold, options: [tile, image]
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data:
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class_path: anomalib.data.MVTecAD
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init_args:
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root: ./datasets/MVTecAD
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category: bottle
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train_batch_size: 32
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eval_batch_size: 32
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num_workers: 8
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train_augmentations: null
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val_augmentations: null
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test_augmentations: null
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augmentations: null
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test_split_mode: from_dir
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test_split_ratio: 0.2
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val_split_mode: same_as_test
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val_split_ratio: 0.5
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SeamSmoothing:
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apply: True # if this is applied, area around tile seams are is smoothed
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sigma: 2 # sigma of gaussian filter used to smooth this area
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width: 0.1 # width factor, multiplied by tile dimension gives the region width around seam which will be smoothed
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TrainModels:
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model:
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class_path: Padim
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