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AC: add inputs and LSTM inputs processing for OpenCV launcher #3444

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APrigarina
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This PR allows to process input data correctly while running Accuracy Checker via OpenCV launcher

@openvino-pushbot
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Can one of the admins verify this patch?

@vladimir-dudnik
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Jenkins please retry a build

@@ -73,7 +73,8 @@ def parameters(cls):
regex=BACKEND_REGEX, choices=OpenCVLauncher.OPENCV_BACKENDS.keys(),
optional=True, default='IE',
description="Backend name: {}".format(', '.join(OpenCVLauncher.OPENCV_BACKENDS.keys()))),
'inputs': ListInputsField(optional=False, description="Inputs.")
'inputs': ListInputsField(optional=False, description="Inputs."),
'allow_reshape_input': BoolField(optional=True, default=False, description="Allows reshape input.")
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this key means that instead of resizing data to fit model, model should be reshaped to data side. Does opencv support model reshaping or dynamic model inference?

for input_blobs in inputs:
input_blobs.update(lstm_inputs_feed)
for blob_name in input_blobs.keys():
input = input_blobs[blob_name].astype(np.float32)
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************* Module openvino.tools.accuracy_checker.launcher.opencv_launcher
openvino/tools/accuracy_checker/launcher/opencv_launcher.py:209: [W0622(redefined-builtin), OpenCVLauncher.predict_sequential] Redefining built-in 'input'

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4 participants