PCWORLD FILE DEDUPLICATOR INSTALL

encode_images ( image_dir = 'path/to/image/directory' ) # Find duplicates using the generated encodings duplicates = phasher.

PCWORLD FILE DEDUPLICATOR INSTALL

Install imagededup from PyPI (recommended):įrom thods import PHash phasher = PHash () # Generate encodings for all images in an image directory encodings = phasher.

There are two ways to install imagededup: It is distributed under the Apache 2.0 license. Imagededup is compatible with Python 3.6+ and runs on Linux, MacOS X and Windows.

Plotting duplicates found for a given image file.ĭetailed documentation for the package can be found at:.

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

Generation of encodings for images using one of the above stated algorithms.

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

An evaluationįramework is also provided to judge the quality of deduplication for a given dataset.įollowing details the functionality provided by the package:

This package provides functionality to make use of hashing algorithms that are particularly good at finding exactĭuplicates as well as convolutional neural networks which are also adept at finding near duplicates. Imagededup is a python package that simplifies the task of finding exact and near duplicates in an image collection.

Pcworld file deduplicator