There are 6 repositories under deep-hashing topic.
Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.
图像检索和向量搜索,similarity learning,compare deep metric and deep-hashing applying in image retrieval
[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"
Fast Image Retrieval (FIRe) is an open source project to promote image retrieval research. It implements most of the major binary hashing methods to date, together with different popular backbone networks and public datasets.
This project is intended to solve the task of massive image retrieval.
Official implementation of IEEE Access 2023 paper: "RelaHash: Deep Hashing with Relative Position"
Source code for paper "Deep Supervised Discrete Hashing" on NeurIPS-2017
[CVPR 2021] Official repository for "Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing"
The code for the paper "Contrastive Quantization with Code Memory for Unsupervised Image Retrieval" (AAAI'22, Oral).
Official codes of the paper: Deep Center-Based Dual-Constrained Hashing for Discriminative Face Image Retrieval (DCDH)
Source code for paper "Semantic Structure-based Unsupervised Deep Hashing" on IJCAI-2018
Semantic Image Similarity Search in Elasticsearch
Content Based Image Retrieval with Binary Hash Code (Python, C++)
Source code for paper "HashNet: Deep Learning to Hash by Continuation" on ICCV-2017
Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)
Source code for paper "Asymmetric Deep Supervised Hashing" on AAAI-2018
Transductive Zero-Shot Hashing For Multi-Label Image Retrieval
Source code for paper "Feature Learning based Deep Supervised Hashing with Pairwise Labels" on IJCAI-2016
The code for the paper "Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval" (WWW'22).
[BMVC 2023 (Oral)] Official pytorch implementation of the paper: "Unsupervised Hashing with Similarity Distribution Calibration"
source code for paper "Deep Discrete Supervised Hashing"
Source code for paper "Deep Hashing Network for Efficient Similarity Retrieval" on AAAI-2016
[IJCAI 2020] This is an official code implementation for Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes.
pytorch implementation of Deep Supervised Hashing
A novel deep hashing method (DHCNN) for remote sensing image retrieval and classification, which was pulished in IEEE Trans. Geosci. Remote Sens., 2021.
[MedIA] Dermoscopic image retrieval based on rotation-invariance deep hashing
[WWW 2023] Official repository for "CgAT: Center-Guided Adversarial Training for Deep Hashing-Based Retrieval"
The code for the paper "Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval" (AAAI'21)
Huei-Fang Yang, Kevin Lin, and Chu-Song Chen, "Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks," IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 40(2), pages 437 - 451, February 2018
Fast procedures for hamming distance computation, ranking, mAP computation. Fore deep-learning research in hashing and retrieval.
[CVPRW2024 FGVC11 (Best paper award)] Official pytorch implementation of the paper: "ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery"
A simple PyTorch implementation of some datasets for Deep Hashing
[CIKM2022] Deep Self-Adaptive Hashing for Image Retrieval