imdir 0.1

A package to analyse a directory full of images

imdir

PyPI page

a simple python package to analyse a directory full of images

Installation

stable version from pypi

pip install imdir

or latest from master branch

pip install git+https://github.com/dhananjayraut/imdir

Dependencies

• matplotlib
• pillow

Usage / example

# give path to class
im_dir = image_dir(path="../input/train/",recursive=True, nthreads=4)

imdir.sc_plot(alpha=0.5) # plot height and width as scatter plot

imdir.width_plot() # plot width as histogram using matplotlib

imdir.height_plot() # plot height as histogram using matplotlib

Documentation

class image_dir(builtins.object)
image_dir(path, recursive=False, nthreads=-1)

image directory class

Methods of this class

__init__(self, path, recursive=False, nthreads=-1)
    Args:
        path (str): path for the directory
        recursive (Boolean): whether to discover all sub directories
                             default False
        nthreads (int): Number of threads used
                        -1 (default) means use all cpu cores
                         0  means do it in main thread (slow)
    Returns:
        a image_dir object

exten_plot(self, **kwds)
    bar plot for the image extensions
    Args:
        **kwds: Additional keyword arguments to
                matplotlib.pyplot 's bar function

height_plot(self, **kwds)
    histogram plot for the image height.
    Args:
        **kwds: Additional keyword arguments to
                matplotlib.pyplot 's hist function

sc_plot(self, **kwds)
    Scatter plot for the image dimensions
    Args:
        **kwds: Additional keyword arguments to
                matplotlib.pyplot 's scatter function

width_plot(self, **kwds)
    histogram plot for the image width.
    Args:
        **kwds: Additional keyword arguments to
                matplotlib.pyplot 's hist function

or see help for the image_dir class

help(imdir.image_dir)