Metadata-Version: 2.1
Name: imhist
Version: 0.0.4
Summary: This model calculates the histogram, PMF and CMD of a given matrix fast.
Home-page: https://github.com/Mamdasn/imhist
Author: mamdasn s
Author-email: <mamdassn@gmail.com>
License: UNKNOWN
Description: 
        # imhist  
        This model calculates the histogram, PMF and CMD of a given image fast.  
        
        ## Installation
        
        Run the following to install:
        
        ```python
        pip install imhist
        ```
        
        ## Usage  
        ```python
        import cv2
        import numpy as np
        from imhist import imhist, imcdf
        import matplotlib.pyplot as plt
        
        img = cv2.imread('assets/Plane.jpg')
        hsv = cv2.cvtColor(img, cv2.COLOR_BGR2HSV)
        v = hsv[:, :, 2].copy()
        
        v_hist = imhist(v)
        v_pmf = imhist(v, PMF=True)
        v_cdf = imcdf(v)
        
        plt.figure(num=1)
        plt.plot(np.arange(256), v_hist, 'b', label='Histogram')
        plt.ylabel('Number of Occurrences')
        plt.xlabel('Brightness')
        plt.grid(which="both")
        plt.legend()
        plt.show()
        ```  
        ## Output
        This is a sample image:  
        ![Sample Image](https://raw.githubusercontent.com/Mamdasn/imhist/main/assets/Plane.jpg "Sample Image")  
        Histogram of the sample image:  
        ![Histogram of the Sample Image](https://raw.githubusercontent.com/Mamdasn/imhist/main/assets/Plane-Histogram.jpg "Histogram of the Sample Image")
        
Keywords: python,histogram,pmf,cdf,histogram of image
Platform: UNKNOWN
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.8
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
