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🐞 Bugfix: Set reverse_input_channels to True in OpenVINO models #2848

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Merged
ashwinvaidya17 merged 11 commits into from
Jan 29, 2024
Merged

🐞 Bugfix: Set reverse_input_channels to True in OpenVINO models #2848

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bb86c93
bug fix for legacy openvino models
Aug 23, 2023
2ddf4af
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Aug 28, 2023
54972bc
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Aug 29, 2023
05f6076
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Oct 18, 2023
b37ac4e
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Oct 31, 2023
5560a21
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Nov 1, 2023
d4fca89
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Nov 7, 2023
68746de
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Nov 8, 2023
a577bb1
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
Dec 18, 2023
7e834e3
Merge branch 'releases/1.4.0' of github.com:openvinotoolkit/training_…
ashwinvaidya17 Jan 29, 2024
8617057
Set reverse_input_channels to True
ashwinvaidya17 Jan 29, 2024
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2 changes: 1 addition & 1 deletion src/otx/algorithms/anomaly/tasks/inference.py
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Expand Up @@ -357,7 +357,7 @@ def _add_metadata_to_ir(self, model_file: str, export_type: ExportType) -> None:
if "min" in metadata and "max" in metadata:
extra_model_data[("model_info", "normalization_scale")] = metadata["max"] - metadata["min"]

extra_model_data[("model_info", "reverse_input_channels")] = False
extra_model_data[("model_info", "reverse_input_channels")] = True # convert BGR to RGB
extra_model_data[("model_info", "model_type")] = "AnomalyDetection"

labels = []
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2 changes: 1 addition & 1 deletion src/otx/algorithms/anomaly/tasks/openvino.py
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Expand Up @@ -453,7 +453,7 @@ def _metadata_in_ir_format(self) -> Dict[Tuple[str, str], Union[str, int, float,
if "min" in metadata and "max" in metadata:
extra_model_data[("model_info", "normalization_scale")] = metadata["max"] - metadata["min"]

extra_model_data[("model_info", "reverse_input_channels")] = False
extra_model_data[("model_info", "reverse_input_channels")] = True # convert BGR to RGB
extra_model_data[("model_info", "model_type")] = "AnomalyDetection"
extra_model_data[("model_info", "labels")] = "Normal Anomaly"
return extra_model_data
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