A package to analyse a directory full of images
Project description
imdir
a simple python package to analyse a directory full of images
Features
- Easy Interface to remember
- Analyse distribution of height, width, extensions etc.
- Multithreaded for faster execution
- high customizability for plots
- Detects corupt files
- well tested on diffrent platforms
Installation
stable version from pypi page
pip install imdir
or latest from master branch
pip install git+https://github.com/dhananjayraut/imdir
Dependencies
- matplotlib
- pillow
Usage / example
from imdir import image_dir
# give path to class
im_dir = image_dir(path="../input/train/",recursive=True, nthreads=4)
im_dir.sc_plot(alpha=0.5) # plot height and width as scatter plot
im_dir.width_plot() # plot width as histogram using matplotlib
im_dir.height_plot() # plot height as histogram using matplotlib
Documentation
or see help for the image_dir class
help(imdir.image_dir)
Project details
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