


import cva
import numpy as np







class 						_snake_case    :




 def __init__(						self   ,    _lowerCamelCase   ,    _lowerCamelCase       ):

       if k in (0.04, 0.06):
             a		:Tuple									=			k
             a		:Optional[int]									=			window_size
       else:
             raise ValueError('''invalid k value'''       )




 def __str__(						self       ):
       return str(self.k       )




 def 			SCREAMING_SNAKE_CASE__							(						self   ,    _lowerCamelCase       ):
       a		:Union[str, Any]									=			cva.imread(_lowerCamelCase   ,    0       )
       a				,							a		:Optional[Any]									=			img.shape
       a		:list[list[int]]									=			[]
       a		:Optional[Any]									=			img.copy()
       a		:Tuple									=			cva.cvtColor(_lowerCamelCase   ,    cva.COLOR_GRAY2RGB       )
       a				,							a		:Any									=			np.gradient(_lowerCamelCase       )
       a		:List[Any]									=			dx**2
       a		:List[Any]									=			dy**2
       a		:Any									=			dx * dy
       a		:List[Any]									=			0.04
       a		:Any									=			self.window_size // 2
       for y in range(_lowerCamelCase   ,    h - offset       ):
             for x in range(_lowerCamelCase   ,    w - offset       ):
                   a		:Optional[Any]									=			ixx[
                       y - offset : y + offset + 1, x - offset : x + offset + 1
                   ].sum()
                   a		:Union[str, Any]									=			iyy[
                       y - offset : y + offset + 1, x - offset : x + offset + 1
                   ].sum()
                   a		:str									=			ixy[
                       y - offset : y + offset + 1, x - offset : x + offset + 1
                   ].sum()

                   a		:str									=			(wxx * wyy) - (wxy**2)
                   a		:str									=			wxx + wyy
                   a		:Tuple									=			det - k * (trace**2)
                   # Can change the value
                   if r > 0.5:
                         corner_list.append([x, y, r]       )
                         color_img.itemset((y, x, 0)   ,    0       )
                         color_img.itemset((y, x, 1)   ,    0       )
                         color_img.itemset((y, x, 2)   ,    255       )
       return color_img, corner_list


if __name__ == "__main__":
     snake_case							:       Optional[int]										=	HarrisCorner(0.04, 3)
     snake_case							,						snake_case							:       int										=	edge_detect.detect('''path_to_image''')
     cva.imwrite('''detect.png''', color_img)









import qiskit
def 							__lowerCamelCase		(					UpperCAmelCase_		:						int					,    UpperCAmelCase_		:						int		):




      """simple docstring"""





      a		:Tuple									=			qiskit.Aer.get_backend('''aer_simulator'''		)

      # Create a Quantum Circuit acting on the q register
      a		:str									=			qiskit.QuantumCircuit(UpperCAmelCase_					,    UpperCAmelCase_		)

      # Apply X (NOT) Gate to Qubits 0 & 1
      circuit.x(0		)
      circuit.x(1		)

      # Map the quantum measurement to the classical bits
      circuit.measure([0, 1]					,    [0, 1]		)

      # Execute the circuit on the qasm simulator
      a		:Optional[Any]									=			qiskit.execute(UpperCAmelCase_					,    UpperCAmelCase_					,    shots=1000		)

      # Return the histogram data of the results of the experiment.
      return job.result().get_counts(UpperCAmelCase_		)


if __name__ == "__main__":
     snake_case							:       Any										=	single_qubit_measure(2, 2)
     print(F"""Total count for various states are: {counts}""")





