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
AutoGiphyMovie lets you search giphy for gifs, converts them to videos, attach a soundtrack and stitches it all together into a movie!

AutoGiphyMovie lets you search giphy for gifs, converts them to videos, attach a soundtrack and stitches it all together into a movie!

Satya Mohapatra 18 Nov 13, 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
DP2 graph edit codes.

必要なソフト・パッケージ Python3 Numpy JSON Matplotlib 動作確認環境 MacBook Air M1 Python 3.8.2 (arm64) Numpy 1.22.0 Matplotlib 3.5.1 JSON 2.0.9 使い方 draw_time_histgram(

1 Feb 19, 2022
HTML2Image is a lightweight Python package that acts as a wrapper around the headless mode of existing web browsers to generate images from URLs and from HTML+CSS strings or files.

A package acting as a wrapper around the headless mode of existing web browsers to generate images from URLs and from HTML+CSS strings or files.

176 Jan 01, 2023
Python modules to work with large multiresolution images.

Large Image Python modules to work with large, multiresolution images. Large Image is developed and maintained by the Data & Analytics group at Kitwar

Girder 136 Jan 02, 2023
Easy to use Python module to extract Exif metadata from digital image files.

Easy to use Python module to extract Exif metadata from digital image files.

ianaré sévi 719 Jan 05, 2023
Generate different types of random avatars.

avatar-generator Generate different types of random avatars. Requirements Python3 pytorch=1.6 cv2=3.4 tqdm 1. Github-like avatars python generate_gi

Ming 11 Apr 02, 2022
Convert bitmap images to seeds for Tiny-83 NFT project.

What is this? This tool allows you to convert any 14p high and 22p wide Bitmap (.bmp) to the seed needed for the Tiny-83 NFT project. Project Twitter:

shib_maximalist 1 Oct 31, 2021
Django helper application to easily and non-destructively crop arbitrarily large images in admin and frontend.

django-image-cropping django-image-cropping is an app for cropping uploaded images via Django's admin backend using Jcrop. Screenshot: django-image-cr

Jonas und der Wolf GmbH 546 Jan 03, 2023
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
A SIXEL encoder/decoder implementation derived from kmiya's sixel

libsixel What is this? This package provides encoder/decoder implementation for DEC SIXEL graphics, and some converter programs. (https://youtu.be/0Sa

Hayaki Saito 2k Jan 09, 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 05, 2022
An agnostic Canvas API for the browser-less and insane

Apollo An agnostic Canvas API for the browser-less and mildly insane. Project Apollo is a Pythonic re-imagining of HTML Canvas element implementati

1 Jan 13, 2022
A suite of useful tools based on 3D interactivity in napari

napari-threedee A suite of useful tools based on 3D interactivity in napari This napari plugin was generated with Cookiecutter using @napari's cookiec

11 Dec 14, 2022
Simple program to easily view Euler parameters in 3D.

Simple program to easily view Euler parameters in 3D.

5 Aug 20, 2021
A 3D structural engineering finite element library for Python.

An easy to use elastic 3D structural engineering finite element analysis library for Python.

Craig 220 Dec 27, 2022
Quickly 'anonymize' all people in an image. This script will put a black bar over all eye-pairs in an image

Face-Detacher Quickly 'anonymize' all people in an image. This script will put a black bar over all eye-pairs in an image This is a small python scrip

Don Cato 1 Oct 29, 2021
A python based library to help you create unique generative images based on Rarity for your next NFT Project

Generative-NFT Generate Unique Images based on Rarity A python based library to help you create unique generative images based on Rarity for your next

Kartikay Bhutani 8 Sep 21, 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
Python QR Code image generator

Pure python QR Code generator Generate QR codes. For a standard install (which will include pillow for generating images), run: pip install qrcode[pil

Lincoln Loop 3.5k Dec 31, 2022