




"""simple docstring"""



import numpy as np




class      UpperCAmelCase_  :




    def __init__(   self						:	int     ,			snake_case_						:	List[str]=None     ,			snake_case_						:	Dict=None     ,			snake_case_						:	List[Any]=None     ,			snake_case_						:	Optional[Any]=None     ,			snake_case_						:	str=None				)				->							List[Any]:




     '''simple docstring'''

     self.set_matricies(red=__lowerCAmelCase     ,			green=__lowerCAmelCase     ,			blue=__lowerCAmelCase     ,			red_edge=__lowerCAmelCase     ,			nir=__lowerCAmelCase				)




    def 							__magic_name__							(   self						:	Tuple     ,			snake_case_						:	Optional[int]=None     ,			snake_case_						:	Any=None     ,			snake_case_						:	int=None     ,			snake_case_						:	List[Any]=None     ,			snake_case_						:	int=None				)				->							List[Any]:




     '''simple docstring'''

     if red is not None:
      A__	=    red
     if green is not None:
      A__	=    green
     if blue is not None:
      A__	=    blue
     if red_edge is not None:
      A__	=    red_edge
     if nir is not None:
      A__	=    nir
     return True




    def 							__magic_name__							(   self						:	Union[str, Any]     ,			snake_case_						:	Union[str, Any]=""     ,			snake_case_						:	Tuple=None     ,			snake_case_						:	Dict=None     ,			snake_case_						:	Optional[int]=None     ,			snake_case_						:	Union[str, Any]=None     ,			snake_case_						:	Dict=None				)				->							Optional[Any]:




     '''simple docstring'''

     self.set_matricies(red=__lowerCAmelCase     ,			green=__lowerCAmelCase     ,			blue=__lowerCAmelCase     ,			red_edge=__lowerCAmelCase     ,			nir=__lowerCAmelCase				)
     A__	=    {
         "ARVI2": self.arvaa,
         "CCCI": self.ccci,
         "CVI": self.cvi,
         "GLI": self.gli,
         "NDVI": self.ndvi,
         "BNDVI": self.bndvi,
         "redEdgeNDVI": self.red_edge_ndvi,
         "GNDVI": self.gndvi,
         "GBNDVI": self.gbndvi,
         "GRNDVI": self.grndvi,
         "RBNDVI": self.rbndvi,
         "PNDVI": self.pndvi,
         "ATSAVI": self.atsavi,
         "BWDRVI": self.bwdrvi,
         "CIgreen": self.ci_green,
         "CIrededge": self.ci_rededge,
         "CI": self.ci,
         "CTVI": self.ctvi,
         "GDVI": self.gdvi,
         "EVI": self.evi,
         "GEMI": self.gemi,
         "GOSAVI": self.gosavi,
         "GSAVI": self.gsavi,
         "Hue": self.hue,
         "IVI": self.ivi,
         "IPVI": self.ipvi,
         "I": self.i,
         "RVI": self.rvi,
         "MRVI": self.mrvi,
         "MSAVI": self.m_savi,
         "NormG": self.norm_g,
         "NormNIR": self.norm_nir,
         "NormR": self.norm_r,
         "NGRDI": self.ngrdi,
         "RI": self.ri,
         "S": self.s,
         "IF": self._if,
         "DVI": self.dvi,
         "TVI": self.tvi,
         "NDRE": self.ndre,
     }

     try:
      return funcs[index]()
     except KeyError:
      print("Index not in the list!"				)
      return False




    def 							__magic_name__							(   self						:	List[Any]				)				->							List[Any]:




     '''simple docstring'''

     return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))




    def 							__magic_name__							(   self						:	Dict				)				->							str:




     '''simple docstring'''

     return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
         (self.nir - self.red) / (self.nir + self.red)
     )




    def 							__magic_name__							(   self						:	List[Any]				)				->							Dict:




     '''simple docstring'''

     return self.nir * (self.red / (self.green**2))




    def 							__magic_name__							(   self						:	Tuple				)				->							Any:




     '''simple docstring'''

     return (2 * self.green - self.red - self.blue) / (
         2 * self.green + self.red + self.blue
     )




    def 							__magic_name__							(   self						:	Tuple				)				->							Union[str, Any]:




     '''simple docstring'''

     return (self.nir - self.red) / (self.nir + self.red)




    def 							__magic_name__							(   self						:	Any				)				->							List[Any]:




     '''simple docstring'''

     return (self.nir - self.blue) / (self.nir + self.blue)




    def 							__magic_name__							(   self						:	Optional[Any]				)				->							List[str]:




     '''simple docstring'''

     return (self.redEdge - self.red) / (self.redEdge + self.red)




    def 							__magic_name__							(   self						:	Union[str, Any]				)				->							Union[str, Any]:




     '''simple docstring'''

     return (self.nir - self.green) / (self.nir + self.green)




    def 							__magic_name__							(   self						:	List[str]				)				->							Dict:




     '''simple docstring'''

     return (self.nir - (self.green + self.blue)) / (
         self.nir + (self.green + self.blue)
     )




    def 							__magic_name__							(   self						:	Union[str, Any]				)				->							str:




     '''simple docstring'''

     return (self.nir - (self.green + self.red)) / (
         self.nir + (self.green + self.red)
     )




    def 							__magic_name__							(   self						:	str				)				->							List[str]:




     '''simple docstring'''

     return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))




    def 							__magic_name__							(   self						:	Union[str, Any]				)				->							str:




     '''simple docstring'''

     return (self.nir - (self.green + self.red + self.blue)) / (
         self.nir + (self.green + self.red + self.blue)
     )




    def 							__magic_name__							(   self						:	List[Any]     ,			snake_case_						:	Any=0.08     ,			snake_case_						:	List[str]=1.22     ,			snake_case_						:	Optional[Any]=0.03				)				->							List[Any]:




     '''simple docstring'''

     return a * (
         (self.nir - a * self.red - b)
         / (a * self.nir + self.red - a * b + x * (1 + a**2))
     )




    def 							__magic_name__							(   self						:	Union[str, Any]				)				->							List[str]:




     '''simple docstring'''

     return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)




    def 							__magic_name__							(   self						:	Union[str, Any]				)				->							str:




     '''simple docstring'''

     return (self.nir / self.green) - 1




    def 							__magic_name__							(   self						:	List[str]				)				->							Optional[int]:




     '''simple docstring'''

     return (self.nir / self.redEdge) - 1




    def 							__magic_name__							(   self						:	Any				)				->							List[str]:




     '''simple docstring'''

     return (self.red - self.blue) / self.red




    def 							__magic_name__							(   self						:	Optional[int]				)				->							Tuple:




     '''simple docstring'''

     A__	=    self.ndvi()
     return ((ndvi + 0.5) / (abs(ndvi + 0.5				))) * (abs(ndvi + 0.5				) ** (1 / 2))




    def 							__magic_name__							(   self						:	Dict				)				->							Tuple:




     '''simple docstring'''

     return self.nir - self.green




    def 							__magic_name__							(   self						:	Tuple				)				->							Dict:




     '''simple docstring'''

     return 2.5 * (
         (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
     )




    def 							__magic_name__							(   self						:	Dict				)				->							List[str]:




     '''simple docstring'''

     A__	=    (2 * (self.nir**2 - self.red**2) + 1.5 * self.nir + 0.5 * self.red) / (
         self.nir + self.red + 0.5
     )
     return n * (1 - 0.25 * n) - (self.red - 0.125) / (1 - self.red)




    def 							__magic_name__							(   self						:	Dict     ,			snake_case_						:	Optional[Any]=0.16				)				->							Optional[Any]:




     '''simple docstring'''

     return (self.nir - self.green) / (self.nir + self.green + y)




    def 							__magic_name__							(   self						:	List[str]     ,			snake_case_						:	Dict=0.5				)				->							str:




     '''simple docstring'''

     return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)




    def 							__magic_name__							(   self						:	Any				)				->							Dict:




     '''simple docstring'''

     return np.arctan(
         ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)				)




    def 							__magic_name__							(   self						:	Dict     ,			snake_case_						:	str=None     ,			snake_case_						:	Any=None				)				->							Optional[int]:




     '''simple docstring'''

     return (self.nir - b) / (a * self.red)




    def 							__magic_name__							(   self						:	Union[str, Any]				)				->							Optional[int]:




     '''simple docstring'''

     return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)




    def 							__magic_name__							(   self						:	str				)				->							List[Any]:




     '''simple docstring'''

     return (self.red + self.green + self.blue) / 30.5




    def 							__magic_name__							(   self						:	Tuple				)				->							Union[str, Any]:




     '''simple docstring'''

     return self.nir / self.red




    def 							__magic_name__							(   self						:	Union[str, Any]				)				->							Dict:




     '''simple docstring'''

     return (self.rvi() - 1) / (self.rvi() + 1)




    def 							__magic_name__							(   self						:	Any				)				->							Union[str, Any]:




     '''simple docstring'''

     return (
         (2 * self.nir + 1)
         - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
     ) / 2




    def 							__magic_name__							(   self						:	Optional[Any]				)				->							str:




     '''simple docstring'''

     return self.green / (self.nir + self.red + self.green)




    def 							__magic_name__							(   self						:	Tuple				)				->							Tuple:




     '''simple docstring'''

     return self.nir / (self.nir + self.red + self.green)




    def 							__magic_name__							(   self						:	Any				)				->							Optional[int]:




     '''simple docstring'''

     return self.red / (self.nir + self.red + self.green)




    def 							__magic_name__							(   self						:	int				)				->							List[Any]:




     '''simple docstring'''

     return (self.green - self.red) / (self.green + self.red)




    def 							__magic_name__							(   self						:	str				)				->							str:




     '''simple docstring'''

     return (self.red - self.green) / (self.red + self.green)




    def 							__magic_name__							(   self						:	Tuple				)				->							List[str]:




     '''simple docstring'''

     A__	=    np.max([np.max(self.red				), np.max(self.green				), np.max(self.blue				)]				)
     A__	=    np.min([np.min(self.red				), np.min(self.green				), np.min(self.blue				)]				)
     return (max_value - min_value) / max_value




    def 							__magic_name__							(   self						:	str				)				->							Dict:




     '''simple docstring'''

     return (2 * self.red - self.green - self.blue) / (self.green - self.blue)




    def 							__magic_name__							(   self						:	Tuple				)				->							int:




     '''simple docstring'''

     return self.nir / self.red




    def 							__magic_name__							(   self						:	Optional[Any]				)				->							Tuple:




     '''simple docstring'''

     return (self.ndvi() + 0.5) ** (1 / 2)




    def 							__magic_name__							(   self						:	int				)				->							Any:




     '''simple docstring'''

     return (self.nir - self.redEdge) / (self.nir + self.redEdge)











"""simple docstring"""



from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_tf_available,
    is_torch_available,
    is_vision_available,
)


SCREAMING_SNAKE_CASE    =	{
    "configuration_mobilevit": ["MOBILEVIT_PRETRAINED_CONFIG_ARCHIVE_MAP", "MobileViTConfig", "MobileViTOnnxConfig"],
}

try:
      if not is_vision_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      SCREAMING_SNAKE_CASE    =	["MobileViTFeatureExtractor"]
      SCREAMING_SNAKE_CASE    =	["MobileViTImageProcessor"]

try:
      if not is_torch_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      SCREAMING_SNAKE_CASE    =	[
          "MOBILEVIT_PRETRAINED_MODEL_ARCHIVE_LIST",
          "MobileViTForImageClassification",
          "MobileViTForSemanticSegmentation",
          "MobileViTModel",
          "MobileViTPreTrainedModel",
      ]

try:
      if not is_tf_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      SCREAMING_SNAKE_CASE    =	[
          "TF_MOBILEVIT_PRETRAINED_MODEL_ARCHIVE_LIST",
          "TFMobileViTForImageClassification",
          "TFMobileViTForSemanticSegmentation",
          "TFMobileViTModel",
          "TFMobileViTPreTrainedModel",
      ]

if TYPE_CHECKING:
      from .configuration_mobilevit import MOBILEVIT_PRETRAINED_CONFIG_ARCHIVE_MAP, MobileViTConfig, MobileViTOnnxConfig

      try:
            if not is_vision_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .feature_extraction_mobilevit import MobileViTFeatureExtractor
            from .image_processing_mobilevit import MobileViTImageProcessor

      try:
            if not is_torch_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_mobilevit import (
                MOBILEVIT_PRETRAINED_MODEL_ARCHIVE_LIST,
                MobileViTForImageClassification,
                MobileViTForSemanticSegmentation,
                MobileViTModel,
                MobileViTPreTrainedModel,
            )

      try:
            if not is_tf_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_tf_mobilevit import (
                TF_MOBILEVIT_PRETRAINED_MODEL_ARCHIVE_LIST,
                TFMobileViTForImageClassification,
                TFMobileViTForSemanticSegmentation,
                TFMobileViTModel,
                TFMobileViTPreTrainedModel,
            )


else:
      import sys

      SCREAMING_SNAKE_CASE    =	_LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)





