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Commit f8a0d1dc authored by Daniel CARRON's avatar Daniel CARRON :b:
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[test] Add histogram tests for model transforms

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2 merge requests!18Update tests,!16Make square centre-padding a model transform
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Stage: test
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tests/data/histograms/models/histograms_alexnet_montgomery_default.json 0 → 100644
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{
"train": [
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],
"test": [
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]
}
tests/data/histograms/models/histograms_pasa_montgomery_default.json 0 → 100644
+ 146
− 0
View file @ f8a0d1dc
This diff is collapsed.
tests/test_montgomery.py
+ 35
− 0
View file @ f8a0d1dc
......@@ -108,3 +108,38 @@ def test_loaded_image_quality(database_checkers, datadir):
datamodule.setup("predict")
database_checkers.check_image_quality(datamodule, reference_histogram_file)
@pytest.mark.skip_if_rc_var_not_set("datadir.montgomery")
@pytest.mark.parametrize(
"model_name",
[
"alexnet",
"densenet",
"pasa",
],
)
def test_model_transforms_image_quality(database_checkers, datadir, model_name):
# Densenet's model.name is "densenet-212" and does not correspond to its module name.
if model_name == "densenet":
reference_histogram_file = str(
datadir
/ "histograms/models/histograms_densenet-121_montgomery_default.json"
)
else:
reference_histogram_file = str(
datadir
/ f"histograms/models/histograms_{model_name}_montgomery_default.json"
)
datamodule = importlib.import_module(
".default", "mednet.config.data.montgomery"
).datamodule
model = importlib.import_module(
f".{model_name}", "mednet.config.models"
).model
datamodule.model_transforms = model.model_transforms
datamodule.setup("predict")
database_checkers.check_image_quality(datamodule, reference_histogram_file)
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