Package for image deduplication, kaka version
Project description
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.
Read the documentation at: https://idealo.github.io/imagededup/
imagededup is compatible with Python 3.8+ and runs on Linux, MacOS X and Windows. It is distributed under the Apache 2.0 license.
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