image-match
image-algo-testing
| image-match | image-algo-testing | |
|---|---|---|
| 5 | 3 | |
| 2,911 | 42 | |
| 0.0% | - | |
| 0.0 | 2.6 | |
| over 1 year ago | 9 months ago | |
| Python | JavaScript | |
| - | - |
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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
image-algo-testing
What are some alternatives?
match - :crystal_ball: Scalable reverse image search built on Kubernetes and Elasticsearch
similarity - TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
GARI - GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
poe-archnemesis-scanner - Tool for Path of Exile game to automatically scan Archemesis inventory and display related information
jina - ☁️ Build multimodal AI applications with cloud-native stack
whoogle-search - A self-hosted, ad-free, privacy-respecting metasearch engine
undouble - Python package undouble is to detect (near-)identical images.
czkawka - Multi functional app to find duplicates, empty folders, similar images etc.
elasticsearch-py - Official Python client for Elasticsearch
algorithms - Minimal examples of data structures and algorithms in Python
imagededup - 😎 Finding duplicate images made easy!