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
Create a 2D mesh for an airfoil in GMSH using python.

GMSHFoil A simple class to create a 2D mesh for an airfoil in GMSH using python. Requirements pip install airfoils

Charilaos Mylonas 1 May 16, 2022
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
QR Generator using GUI with Tinker

BinCat Token System Very simple python script with GUI that generates QR codes. It don't include a QR "decription" tool. It only generate-it and thats

Hipotesi 1 Nov 06, 2021
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 01, 2022
Avatar Generator Python

This is a simple avatar generator project which uses your webcam to take pictures and saves five different types of your images into your device including the original image.

Faisal Ahmed 3 Jan 23, 2022
Blender addon - convert empty image reference to image plane

Reference to image plane Convert reference images to a textured image mesh plane. As if it was imported with import image as plane Use on drag'n'dropp

Samuel Bernou 6 Nov 25, 2022
Glyphtracer is an app for converting images of letters to a font

Glyphtracer takes an image that contains pictures of several letters. It recognizes all them and lets the user tag each letter to a Unicode code point. It then converts the images to vector form and

Jussi Pakkanen 38 Dec 24, 2022
Using P5.js, Processing and Python to create generative art

Experiments in Generative Art Using Python, Processing, and P5.js Quick Links Daily Sketches March 2021. | Gallery | Repo | Done using P5.js Genuary 2

Ram Narasimhan 33 Jul 06, 2022
GTK and Python based, simple multiple image editor tool

System Monitoring Center GTK3 and Python3 based, simple multiple image editor tool. Note: Development of this application is not completed yet. The ap

Hakan Dündar 1 Feb 02, 2022
python binding for libvips using cffi

README PyPI package: https://pypi.python.org/pypi/pyvips conda package: https://anaconda.org/conda-forge/pyvips We have formatted docs online here: ht

libvips 467 Dec 30, 2022
View images in the terminal using ansi escape codes and python

terminal-photo-viewer view images in the terminal using ansi escape codes and python !! Only tested on Ubuntu 20.04.3 LTS with python version 3.8.10 D

1 Nov 30, 2021
Archive of the image generator stuff from my API

alex_api_archive Archive of the image generator stuff from my API FAQ Q: Why? A: Because I am removing these components from the API Q: How do I run i

AlexFlipnote 26 Nov 17, 2022
An esoteric visual language that takes image files as input based on a multi-tape turing machine, designed for compatibility with C.

vizh An esoteric visual language that takes image files as input based on a multi-tape turing machine, designed for compatibility with C. Overview Her

Sy Brand 228 Dec 17, 2022
⚡ZenGL is a minimalist Python module providing exactly one way to render scenes with OpenGL.

ZenGL is a minimalist Python module providing exactly one way to render scenes with OpenGL.

Szabolcs Dombi 133 Dec 17, 2022
Viewer for NFO files

NFO Viewer NFO Viewer is a simple viewer for NFO files, which are "ASCII" art in the CP437 codepage. The advantages of using NFO Viewer instead of a t

Osmo Salomaa 114 Dec 29, 2022
Simplest QRGenerator with a cool feature (-sh=True :D)

Simple QR-Codes Generator :D Generates QR-codes, nothing more and nothing less . How to use Just run ./install.sh to set all the dependencies up, th

RENNAARENATA 1 Dec 11, 2021
Craft PNG files that appear completely different in Apple software

Ambiguous PNG Packer Craft PNG files that appear completely different in Apple software

David Buchanan 1k Dec 29, 2022
Labelme is a graphical image annotation tool, It is written in Python and uses Qt for its graphical interface

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Kentaro Wada 9.6k Jan 09, 2023
Ascify-Art - An easy to use, GUI based and user-friendly colored ASCII art generator from images!

Ascify-Art This is a python based colored ASCII art generator for free! How to Install? You can download and use the python version if you want, modul

Akash Bora 14 Dec 31, 2022
Collection of SVG diagrams about how UTF-8 works

Diagrams Repository of diagrams made for articles on my blog. All diagrams are created using diagrams.net. UTF-8 Licenses Copyright 2022 Seth Michael

Seth Michael Larson 24 Aug 13, 2022