imagededup 0.0.1

Package for image deduplication

imagededup is a python package that provides functionality to find duplicates in a collection of images using a variety of algorithms. Additionally, an evaluation and experimentation framework, is also provided. Following details the functionality provided by the package:

• Finding duplicates in a directory using one of the following algorithms:

  • Convolutional Neural Network

  • Perceptual hashing

  • Difference hashing

  • Wavelet hashing

  • Average hashing

• Generation of features for images using one of the above stated algorithms.

• Framework to evaluate effectiveness of deduplication given a ground truth mapping.

• Plotting duplicates found for a given image file.