GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016
☆92Nov 3, 2018Updated 7 years ago
Alternatives and similar repositories for Product-Quantization-Tree
Users that are interested in Product-Quantization-Tree are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for learning and evaluation different quantzation methods☆26Jun 10, 2015Updated 10 years ago
- Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Pyth…☆569Apr 14, 2019Updated 7 years ago
- State-of-the-art method for large-scale ANN search as of Oct 2016. Presented at ECCV 16.☆74Jun 14, 2018Updated 7 years ago
- Code for my PhD thesis. Library of quantization-based methods for fast similarity search in high dimensions. Presented at ECCV 18.☆64Aug 23, 2021Updated 4 years ago
- Fast search algorithm for product-quantized codes via hash-tables☆54Jul 3, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆21Feb 13, 2020Updated 6 years ago
- Research code implementing inverted multiindex structure☆83Nov 27, 2013Updated 12 years ago
- Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018☆119Jun 16, 2019Updated 6 years ago
- [AI Robotics Summer School 2016] From local features to deep learning☆22Sep 17, 2021Updated 4 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆220May 7, 2020Updated 6 years ago
- Multi-index hashing for the resolution of ANN search problem on large datasets☆15Oct 16, 2018Updated 7 years ago
- ☆13Mar 27, 2019Updated 7 years ago
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆174Feb 11, 2025Updated last year
- A library for k-nearest neighbor search☆387Apr 24, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Aug 20, 2016Updated 9 years ago
- Collections of all awesome thing!☆17Jun 27, 2019Updated 6 years ago
- The implementation of the paper " Product quantization for nearest neighbor search"☆11Nov 11, 2016Updated 9 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆41Sep 17, 2018Updated 7 years ago
- Mining on Manifolds (CVPR 2018)☆33Aug 10, 2022Updated 3 years ago
- QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS☆61Jan 3, 2019Updated 7 years ago
- Linux kernel modules for Device File-based I/O Virtualization.☆19Nov 3, 2014Updated 11 years ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆730Sep 26, 2025Updated 8 months ago
- A basic implementation of the Bag of (Visual) Words approach (BoW) for image search.☆14Jul 9, 2014Updated 11 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch implementation of Hessian-Affine local feature detector☆26Nov 22, 2017Updated 8 years ago
- Code for the CVPR'19 paper "Explore-Exploit Graph Traversal for Image Retrieval"☆31Aug 15, 2020Updated 5 years ago
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,160Jun 1, 2024Updated last year
- Parallel Stable Sort☆15Oct 11, 2015Updated 10 years ago
- Automatic Feature Selection☆30Apr 3, 2017Updated 9 years ago
- Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search☆268Jul 28, 2025Updated 9 months ago
- C++ header-only lib for extracting local patches☆15Nov 3, 2020Updated 5 years ago
- Define the feature distance☆46Jan 17, 2019Updated 7 years ago
- ☆160Aug 30, 2016Updated 9 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MATLAB implementation of the multiple-kernel local-patch descriptor (BMVC 2017 paper)☆14Jan 31, 2018Updated 8 years ago
- Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner P…☆60Jan 7, 2021Updated 5 years ago
- Pure python implementation of product quantization for nearest neighbor search☆361Jun 7, 2025Updated 11 months ago
- Code for ICML2019 paper: Learning to Route in Similarity Graphs☆62Jul 25, 2024Updated last year
- Supplementary Code for Unsupervised Neural Quantization for Compressed-Domain Similarity Search☆36Aug 15, 2019Updated 6 years ago
- Fast Library for Approximate Nearest Neighbors☆2,371Jul 29, 2024Updated last year
- fast library for ANN search and KNN graph construction☆298Jan 31, 2018Updated 8 years ago