{"repo":"idealo/imagededup","free":true,"listed":false,"github":"https://github.com/idealo/imagededup","clone":"git clone https://github.com/idealo/imagededup.git","description":"😎 Finding duplicate images made easy!","language":"Python","stars":5664,"topics":["image-deduplication","neural-network","hashing","e-commerce","idealo","image-preprocessing","computer-vision","pytorch","python"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Image Deduplicator (imagededup) imagededup is a python package that simplifies the task of finding exact and near duplicates in an image collection. This package provides functionality to make use of hashing algorithms that are particularly good at finding exact duplicates as well as convolutional neural networks which are also adept at finding near duplicates. An evaluation framework is also provided to judge the quality of deduplication for a given dataset. Following details the functionality provided by the package: - Finding duplicates in a directory using one of the following algorithms: - Convolutional Neural Network (CNN) - Select from several prepackaged models or provide your own custom model. - Perceptual hashing (PHash) - Difference hashing (DHash) - Wavelet hashing (WHash) - Average hashing (AHash) - Generation of encodings 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. Detailed documentation for the package can be found at: https://idealo.github.io/imagededup/ imagededup is compatible with Python 3.9+ and runs on Linux, MacOS X and Windows. It is distributed under the Apache 2.0 license. 📖 Contents - Installation - Quick Start - Benchmarks - Contribute - Citation - Maintainers - License ⚙️ Installation There are two ways to install imagededup: - Install imagededup from PyPI (recommended): - Install imagededup from the Git","default_branch":null,"files":null,"tree":[],"storefront":"/r/idealo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/idealo/imagededup/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}