qbcompiler.calibration.preprocess.Normalize Class Reference#
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Mobilint SDK qb Compiler v1.2
MCS002-EN
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qbcompiler.calibration.preprocess.Normalize Class Reference
Apply mean/std normalization to images. More...
Public Member Functions | |
| __init__ (self, Union[List[float], np.ndarray] mean, Union[List[float], np.ndarray] std, bool to_float_div255=False) | |
| __call__ (self, np.ndarray img) | |
Public Attributes | |
| mean = np.float32(mean.reshape(1, -1)) | |
| std = np.float32(std.reshape(1, -1)) | |
| to_float_div255 = to_float_div255 | |
Detailed Description
Apply mean/std normalization to images.
- Parameters
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mean list[float] or np.ndarray. Normalization mean. std list[float] or np.ndarray. Normalization standard deviation. to_float_div255 bool. Divide by 255 before normalization when True. Defaults to False.
Definition at line 482 of file preprocess.py.
Constructor & Destructor Documentation
◆ __init__()
| qbcompiler.calibration.preprocess.Normalize.__init__ | ( | self, | |
| Union[List[float], np.ndarray] | mean, | ||
| Union[List[float], np.ndarray] | std, | ||
| bool | to_float_div255 = False ) |
Definition at line 491 of file preprocess.py.
Member Function Documentation
◆ __call__()
| qbcompiler.calibration.preprocess.Normalize.__call__ | ( | self, | |
| np.ndarray | img ) |
Definition at line 514 of file preprocess.py.
Member Data Documentation
◆ mean
| qbcompiler.calibration.preprocess.Normalize.mean = np.float32(mean.reshape(1, -1)) |
Definition at line 509 of file preprocess.py.
◆ std
| qbcompiler.calibration.preprocess.Normalize.std = np.float32(std.reshape(1, -1)) |
Definition at line 511 of file preprocess.py.
◆ to_float_div255
| qbcompiler.calibration.preprocess.Normalize.to_float_div255 = to_float_div255 |
Definition at line 512 of file preprocess.py.
The documentation for this class was generated from the following file:
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