This app finds duplicate to near duplicate images by generating a hash value for each image stored with a specialized data structure called VP-Tree which makes searching an image on a dataset of 100Ks almost instantanious

Related tags

Image ProcessingOffline-Reverse-Image-Search
Overview

Offline Reverse Image Search

Overview

This app finds duplicate to near duplicate images by generating a hash value for each image stored with a specialized data structure called VP-Tree which makes searching an image on a dataset of 100Ks almost instantanious

Online Examples

Online examples of this are Google images & TinEye which return near duplicate results from images they indexed across the web

App UI & example

On the left you can see the given image (for the example it's slightly different from the original) and on the right the result

Dependencies

  • Python 3.7+ (haven't tested with older versions)

Requirements & installation

required versions of the Python 3 modules can be found on the requirements.txt

Pyqt6 is used but works with PyQt5 too if you update the app.py file modules import

Windows

pip install -r /path/to/requirements.txt

Linux

pip3 install -r /path/to/requirements.txt

run app.py to start

First run:

settings.ini will be created on the directory

Hashing Pickle & VPTree pickle files will be created on the first index

More detail & Credits

Special Thanks to Adrian Rosebrock for his tutorials that made this possible
Detailed Guide how everything works and step by step make your own

You might also like...
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

img2dataset Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine. Also supports

Romain Beaumont 1.4k Jan 1, 2023
An open source image editor which can manipulate an image in many ways!

Image Editor - An open source image editor which can manipulate an image in many ways! If you need any more modes in repo or I

TroJanzHEX 44 Nov 17, 2022
Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python

AICSImageIO Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Pure Python Features Supports reading metadata and imaging

Allen Institute for Cell Science - Modeling 137 Dec 14, 2022
Seaborn-image is a Python image visualization library based on matplotlib and provides a high-level API to draw attractive and informative images quickly and effectively.
Seaborn-image is a Python image visualization library based on matplotlib and provides a high-level API to draw attractive and informative images quickly and effectively.

seaborn-image: image data visualization Description Seaborn-image is a Python image visualization library based on matplotlib and provides a high-leve

null 48 Jan 5, 2023
API to help generating QR-code for ZATCA's e-invoice known as Fatoora with any programming language

You can try it @ api-fatoora api-fatoora API to help generating QR-code for ZATCA's e-invoice known as Fatoora with any programming language Disclaime

نافع الهلالي 12 Oct 5, 2022
A minimal python script for generating bip39 seed phrases, and corresponding Seed Signer Seed seed phrase qr code ready for offline printing.
A minimal python script for generating bip39 seed phrases, and corresponding Seed Signer Seed seed phrase qr code ready for offline printing.

A minimal python script for generating bip39 seed phrases, and corresponding Seed Signer Seed seed phrase qr code ready for offline printing.

CypherToad 8 Sep 12, 2022
Magic-Square - Creates a magic square by randomly generating a list until the list happens to be a magic square

Magic-Square Creates a magic square by randomly generating a list until the list happens to be a magic square. Done as simply as possible... Frequentl

Nick 2 Jan 1, 2022
A tool for hiding data inside of images

Stegenography-tool a tool for hiding data inside of images Quick test: do python steg-encode.py test/message.txt test/covid19.png to generate the test

luke 2 Nov 2, 2021
A python script for extracting/removing exif data from images by @AbirHasan2005

Image-Exif A Python script for extracting exif metadata from images. How to use? Using this script you can extract exif data from image and save in .c

Abir Hasan 13 Dec 16, 2022
Releases(v0.2)

  • v0.2(Aug 14, 2022)

  • v0.1(Feb 27, 2022)

    this is a tweaked version of the available Python file. Available to run standalone without the need of Python!

    It's not compatible with existing Hash/Tree files. The python file is using openCV and increased the size of exe. Future updates of python file will remove openCV too

    console is enabled for debugging purposes

    Special thanks to @vzhd1701 for assisting with the filesize

    Source code(tar.gz)
    Source code(zip)
    ORIS.exe(35.81 MB)
Owner
GitHub Repository
GPU-accelerated image processing using cupy and CUDA

napari-cupy-image-processing GPU-accelerated image processing using cupy and CUDA This napari plugin was generated with Cookiecutter using with @napar

Robert Haase 16 Oct 26, 2022
A simple programming language for manipulating images.

f-stop A simple programming language for manipulating images. Examples OPEN "image.png" AS image RESIZE image (300, 300) SAVE image "out.jpg" CLOSE im

F-Stop 6 Oct 27, 2022
SimpleITK is an image analysis toolkit with a large number of components supporting general filtering operations, image segmentation and registration

SimpleITK is an image analysis toolkit with a large number of components supporting general filtering operations, image segmentation and registration

672 Jan 05, 2023
starfish is a Python library for processing images of image-based spatial transcriptomics.

starfish: scalable pipelines for image-based transcriptomics starfish is a Python library for processing images of image-based spatial transcriptomics

199 Dec 08, 2022
Fixes 500+ mislabeled MURA images

In this repository, new csv files are provided that fixes 500+ mislabeled MURA x-rays for all categories. The mislabeled x-rays mainly had hardware in them. This project only fixes the false negative

Pieter Zeilstra 4 May 18, 2022
Python implementation of image filters (such as brightness, contrast, saturation, etc.)

PyPhotoshop Python implementation of image filters Use Python to adjust brightness and contrast, add blur, and detect edges! Follow along tutorial: ht

Kylie 87 Dec 15, 2022
API to help generating QR-code for ZATCA's e-invoice known as Fatoora with any programming language

You can try it @ api-fatoora api-fatoora API to help generating QR-code for ZATCA's e-invoice known as Fatoora with any programming language Disclaime

نافع الهلالي 12 Oct 05, 2022
vsketch is a Python generative art toolkit for plotters

Generative plotter art environment for Python

Antoine Beyeler 380 Dec 29, 2022
A not exist person image generator python module

A not exist person image generator python module

Fayas Noushad 2 Dec 03, 2021
Vignette is a Python library to create and manage thumbnails following the FreeDesktop standard.

Vignette Vignette is a Python library to create and manage thumbnails following the FreeDesktop standard. Thumbnails are stored in a shared directory

3 Feb 06, 2022
Tool to create a Phunk image with a custom background

Create Phunk image Tool to create a Phunk image with a custom background Installation Clone the repo git clone https://github.com/albanow/etherscan_sa

Albano Pena Torres 6 Mar 31, 2022
This is an app that allows users to upload photos and display and store the photos in a file until the user deletes them.

Qt Photo App This is an app that allows users to upload photos and display and store the photos in a file until the user deletes them. Setup python3 -

Kathy Yang 5 Jan 22, 2022
Qt based ebook reader

Qt based ebook reader Currently supports: pdf epub djvu fb2 mobi azw / azw3 / azw4 cbr / cbz md Contribute Paypal Bitcoin: 17jaxj26vFJNqQ2hEVerbBV5fpT

1.4k Dec 26, 2022
Wand is a ctypes-based simple ImageMagick binding for Python

Wand Wand is a ctypes-based simple ImageMagick binding for Python, supporting 2.7, 3.3+, and PyPy. All functionalities of MagickWand API are implement

Eric McConville 1.2k Jan 03, 2023
Convert photos to paintings with python

Convert-photos-to-paintings Before the changes After the changes Before the changes After the changes This code is written in the Python programming l

Amir Hussein Sharifnezhad 3 May 31, 2022
A Python Script to convert Normal PNG Image to Apple iDOT PNG Image.

idot-png-encoder A Python Script to convert Normal PNG Image to Apple iDOT PNG Image (Multi-threaded Decoding PNG). Usage idotpngencoder.py -i inputf

Lrdcq 2 Feb 17, 2022
Python wrappers for external BART computational imaging tools and internal libraries

bartpy Python bindings for BART. Overview This repo contains code to generate an updated Python wrapper for the Berkeley Advance Reconstruction Toolbo

Max Litster 7 May 09, 2022
A large-scale dataset of both raw MRI measurements and clinical MRI images

fastMRI is a collaborative research project from Facebook AI Research (FAIR) and NYU Langone Health to investigate the use of AI to make MRI scans faster. NYU Langone Health has released fully anonym

Facebook Research 907 Jan 04, 2023
Rotates your images in the spirit of rot13

Image Rotator (imrot10) Its like rot13 but for images. Calling the algorithm imrot10 for im = image, rot = rotation, 10 = default magnitude. Unfortuna

Sarah 2 Dec 10, 2021
FrostedGlass is a translucent frosted glass effect widget, that creates a context with the background behind it.

FrostedGlass FrostedGlass is a translucent frosted glass effect widget, that creates a context with the background behind it. The effect is drawn on t

Kivy Garden 24 Dec 10, 2022