feat: add support for exported models from anomalib #365
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mgumowsk
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tybulewicz
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This PR enables support for models exported from Anomalib
Examples
Input image
Padim
Model API inference
anomaly_map min/max: 149/255
anomaly_map mean: 212.12
anomaly_map std: 25.56
anomaly_map shape: (1371, 2048)
anomaly_map dtype: uint8
Anomalib inference
anomaly_map min/max: 148/255
anomaly_map mean: 219.27
anomaly_map std: 24.39
anomaly_map shape: (1371, 2048)
anomaly_map dtype: uint8
Stfpm
Model API inference
anomaly_map min/max: 119/255
anomaly_map mean: 230.04
anomaly_map std: 22.99
anomaly_map shape: (1371, 2048)
anomaly_map dtype: uint8
Anomalib inference
anomaly_map min/max: 120/255
anomaly_map mean: 236.65
anomaly_map std: 20.05
anomaly_map shape: (1371, 2048)
anomaly_map dtype: uint8
Uflow
Model API inference
anomaly_map min/max: 191/191
anomaly_map mean: 191.00
anomaly_map std: 0.00
anomaly_map shape: (1371, 2048)
anomaly_map dtype: uint8
Anomalib inference:
anomaly_map min/max: 184/191
anomaly_map mean: 190.96
anomaly_map std: 0.38
anomaly_map shape: (1371, 2048)
anomaly_map dtype: uint8
Geti anomaly model (otx)
anomaly_map min/max: 18/255
anomaly_map mean: 85.54
anomaly_map std: 55.46
anomaly_map shape: (1371, 2048)
anomaly_map dtype: uint8