LIRE: Lucene Image Retrieval
LIRE is a Java library that provides a simple way to retrieve images and photos based on color and texture characteristics. LIRE creates a Lucene index of image features for content based image retrieval (CBIR) using local and global state-of-the-art methods. Easy to use methods for searching the index and result browsing are provided. Best of all: it's all open source.
LIRE is successfully used at the WIPO, a United Nations Agency, to search in millions of trademark images and the Danish National Police to find similar scenes and to detect near duplicates. LIRE also works well with the Apache Solr search server.
Features OverviewLIRE works on platforms supporting Java 8 and has been tested on Windows and Linux. Test it on a million images with the web demo.
LIRE comes without secrets. All the state of the art algorithms are available in source.
State of the Art
Well known and well performing local and global features are integrated.
Using approximate search LIRE scales well to millions of images.
Take control over every step in the process, tinker with extraction, indexing and search.
There is a plugin for the popular Apache Solr search server and a docker image.
Fresh & new algorithms from the visual information retrieval community.
LIRE is Open Source SoftwareNo need to pay a high price when it comes for free. No need to look for proprietary solutions, when source code is available.
GNU GPL License
LIRE is published under the viral OSS Licene, the GNU Public License. Therefore, it will stay free.
Hosted on Github
LIRE source is hosted and managed on Github. Check out revisions, submit patches and more.
Anything you need to know? Ask on the LIRE mailing list. We are happy to help you!
Lots of examples
Developers will find everything to start with at the developers' docs. Even sample applications for common tasks are available.
It even has a book
Visual Information Retrieval using Java and LIRE (English Edition), written by Mathias Lux and Oge Marques is available on Amazon
De-Facto Reference Software
For many of the global descriptors LIRE is the de-facto reference implementation, also in research.
Consulting Services for LIREContent based image retrieval & visual information retrieval experts at your service for affordable rates.
Are you stuck with using LIRE?
- Tailored Sample Code
- Source Code Reviews
- Performance Tests & Profiling
- Custom Features & Metrics
- Evaluations based on your Data
- Consultation on Feature Selection
TestimonialsLIRE is actively used in research and industry.
I used LIRE in several projects. And I am really impressed. It is very flexible, provides powerful tools and at the same time it is easy to use.
LIRE was a huge help for our research in multimedia by allowing us to quickly extract visual features for our baseline processing pipeline.