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[Python API] Fix PreProcessInfo tests #690

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May 29, 2020
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[Python API] Fix PreProcessInfo tests #690

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32 changes: 20 additions & 12 deletions inference-engine/ie_bridges/python/tests/test_PreProcessInfo.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,45 +8,53 @@
test_net_xml, test_net_bin = model_path()


def get_preprocess_info():
def test_preprocess_info():
ie_core = IECore()
net = ie_core.read_network(model=test_net_xml, weights=test_net_bin)
return net.input_info["data"].preprocess_info


def test_preprocess_info():
assert isinstance(get_preprocess_info(), PreProcessInfo)
assert isinstance(net.input_info["data"].preprocess_info, PreProcessInfo)


def test_color_format():
preprocess_info = get_preprocess_info()
ie_core = IECore()
net = ie_core.read_network(model=test_net_xml, weights=test_net_bin)
preprocess_info = net.input_info["data"].preprocess_info
assert preprocess_info.color_format == ColorFormat.RAW


def test_color_format_setter():
preprocess_info = get_preprocess_info()
ie_core = IECore()
net = ie_core.read_network(model=test_net_xml, weights=test_net_bin)
preprocess_info = net.input_info["data"].preprocess_info
preprocess_info.color_format = ColorFormat.BGR
assert preprocess_info.color_format == ColorFormat.BGR


def test_resize_algorithm():
preprocess_info = get_preprocess_info()
ie_core = IECore()
net = ie_core.read_network(model=test_net_xml, weights=test_net_bin)
preprocess_info = net.input_info["data"].preprocess_info
assert preprocess_info.resize_algorithm == ResizeAlgorithm.NO_RESIZE


def test_resize_algorithm_setter():
preprocess_info = get_preprocess_info()
ie_core = IECore()
net = ie_core.read_network(model=test_net_xml, weights=test_net_bin)
preprocess_info = net.input_info["data"].preprocess_info
preprocess_info.resize_algorithm = ResizeAlgorithm.RESIZE_BILINEAR
assert preprocess_info.resize_algorithm == ResizeAlgorithm.RESIZE_BILINEAR


def test_mean_variant():
preprocess_info = get_preprocess_info()
ie_core = IECore()
net = ie_core.read_network(model=test_net_xml, weights=test_net_bin)
preprocess_info = net.input_info["data"].preprocess_info
assert preprocess_info.mean_variant == MeanVariant.NONE


def test_mean_variant_setter():
preprocess_info = get_preprocess_info()
ie_core = IECore()
net = ie_core.read_network(model=test_net_xml, weights=test_net_bin)
preprocess_info = net.input_info["data"].preprocess_info
preprocess_info.mean_variant = MeanVariant.MEAN_IMAGE
assert preprocess_info.mean_variant == MeanVariant.MEAN_IMAGE

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