Package for image deduplication
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.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Hashes for imagededup-0.3.0-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 560ca77c87faa5c456e2fc6f97426a8d108ce1d1fe364df55d9c35255646c284 |
|
MD5 | d596ac05062e5522ad9c8d5064b58781 |
|
BLAKE2b-256 | c949506df06c6f5f5dfff5aac4e5e3b131e6d116030a83558842f4992504d73a |
Hashes for imagededup-0.3.0-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3424e55c85b4511ecb687e1f9d39578ebf758963dc3483eb02c71a87fcb42c2f |
|
MD5 | b49576258e5c3557a3ee1c708cdbcc82 |
|
BLAKE2b-256 | 0ecab5f47fc8d366271d3752eb7062be5f27147c162454c6923efc9b0eb20451 |
Hashes for imagededup-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 97fdc698b018ed1011cddc4dd9cd07d1c9614f8022e1dcf97901440e8792008e |
|
MD5 | dbb00b5a4bb12d53fb2fcb9a03078862 |
|
BLAKE2b-256 | 9085f85e0871824b9feaacfbe2be94023d24ca33eb0d80b9a4b7a7a9724c08ca |
Hashes for imagededup-0.3.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bd3454c00d56dea1491f0b7709fd7863e4983ec6b0ad841dc55c926d02b797e8 |
|
MD5 | f519291b11ce1e811dc21971ac02b358 |
|
BLAKE2b-256 | 5e7d3844d583246da38c14a91cbcfa348d51fe588784eaf5218dbfcd2d05d68d |
Hashes for imagededup-0.3.0-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e8cb266725df18fcb73964987e072c1a8725d2c18e451ee8b63c3f7485c0cb22 |
|
MD5 | 9de2a45847f51273ebf5235305d7d32e |
|
BLAKE2b-256 | 85d90bc42e2b661561ad76862f9421fb0d6aa604135febe7dda39823fe333365 |
Hashes for imagededup-0.3.0-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8386c7e8aeb1ab6602b0c211d28479e979625bc29dcfc639d7459c8eaaf7c9b9 |
|
MD5 | 5f0f264c467515524ca31cc7ab75a674 |
|
BLAKE2b-256 | 26f9b04efeae4f733a5315a55bc11b3a2fd2ef39406f1b9d67e69411285467cc |
Hashes for imagededup-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 354eca416d7021557b155e05aa84511854b3467e78a2246f0afb8eb45205f45c |
|
MD5 | deef684ec97877fbebefb36fb1f7f60d |
|
BLAKE2b-256 | b503adc19c8329e77b73b64d279206b2f4a0a7d16925582aff412ebcfb69083b |
Hashes for imagededup-0.3.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7df1994b07c339388ceb0b1c26cfd62079e34eccb24723f00909540d88f466e6 |
|
MD5 | 5963aa064977e081bb37040594285ea8 |
|
BLAKE2b-256 | dbfada5426e4040066656d17755dc456e85c948d7cc8027f7fccb0b375040dc7 |
Hashes for imagededup-0.3.0-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 524ce7737e5254790930041ab29f3041006029e1e914135cf2766062b4218a42 |
|
MD5 | 61a454d03ac25b9269036ac055b6a13c |
|
BLAKE2b-256 | 0d9271e2ae29f3527042acb3967929e1b2732442abe263f74c22b00548865c1b |
Hashes for imagededup-0.3.0-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 813da73b6669875fdaf50ff10aaff6f8a3920cec72eb424d5dd8e2f82ac04cd7 |
|
MD5 | 55083439c4fcb0ff1a38e3c8f47a1979 |
|
BLAKE2b-256 | 619d3c870b44ce1a16ef329a75872b8d07d4ba1db6aef47b715cc404c6266724 |
Hashes for imagededup-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fbad323ecc5c81d46dd33584dd4e7270ba9dfe1b89e9babd1f0c77d4250b8555 |
|
MD5 | 097efdfa6bb6bcba08f616821e810a75 |
|
BLAKE2b-256 | 94ca5b55136011a0ca59c4c10e1e7e9617d06ee9b087b34cd5d74dd88a2c2598 |
Hashes for imagededup-0.3.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26f05e15bcce0764fad9498908b62ff11f8666d129d68675cfd5bdf183024ce4 |
|
MD5 | d61466fdffbda6180bbd678b30c98c1a |
|
BLAKE2b-256 | 96d8845d38354702be43e5360e986f6f934ca3288d570357921c3d306cc164d7 |