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# -*- coding: utf-8 -*-
"""
Created on Sat May 13 23:25:56 2023

@author: suyas
"""

import tifffile
import numpy as np

# Path to your TIFF file
tiff_file = 'D:/btp/master.tif'

# Read the TIFF file using tifffile.imread()
image_data = tifffile.imread(tiff_file)


arr_float16 = image_data.astype(np.float16)
# Normalize the data to the range [0, 1]
normalized_data = np.float16(arr_float16 - np.min(image_data)) / np.float16(np.max(image_data) - np.min(image_data))

# Save the normalized data to a new TIFF file
normalized_tiff_file = 'D:/btp/master_normalized.tif'
tifffile.imwrite(normalized_tiff_file, normalized_data)