image-match
docker-czkawka
| image-match | docker-czkawka | |
|---|---|---|
| 5 | 4 | |
| 2,911 | 117 | |
| 0.0% | - | |
| 0.0 | 6.7 | |
| over 1 year ago | 4 days ago | |
| Python | Shell | |
| - | - |
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image-match
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Find visual similar photos
Not a full solution but imagematch is a widely adopted algorithm for this purpose. There’s even a very nice dockerized version
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Non-Machine Learning Image Matching with a Vector DB
I also developed a service based on the Goldberg paper in the mid 2010s. We flattened and discretized the signature to make it searchable which gave us pretty good results: https://github.com/ProvenanceLabs/image-match
Sorry I haven’t maintained the project in years so it’s unlikely to work out of the box. But who knows, maybe you’ll find something useful here for your project!
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Here is a demonstration of the new features for the tool I'm working on
There are libraries available online like this one that will compare between images and return the closest match.
- Quickly Search over Billions of Images
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How to find photo duplicates (not hash duplicates) and clean them?
https://github.com/ProvenanceLabs/image-match
docker-czkawka
- Deduplicating Multimedia Text Database?
- Find visual similar photos
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Czkawka 4.0.0 - My duplicate finder, now with image compare tool, similar videos finder, performance improvements, reference folders, translations and an many many more
You can build it yourself too https://github.com/jlesage/docker-czkawka/blob/master/Dockerfile
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Moving out of the 'cloud' - finding duplicate files
czkawka exist as a docker image that you can install on your NAS in order to find duplicates.
What are some alternatives?
match - :crystal_ball: Scalable reverse image search built on Kubernetes and Elasticsearch
szyszka - Szyszka is fast and powerful file renamer
GARI - GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
imagededup - 😎 Finding duplicate images made easy!
poe-archnemesis-scanner - Tool for Path of Exile game to automatically scan Archemesis inventory and display related information
undouble - Python package undouble is to detect (near-)identical images.
jina - ☁️ Build multimodal AI applications with cloud-native stack
czkawka - Multi functional app to find duplicates, empty folders, similar images etc.
whoogle-search - A self-hosted, ad-free, privacy-respecting metasearch engine
videoduplicatefinder - Video Duplicate Finder - Crossplatform