159 Open source projects that are alternatives of or similar to Pytorch Image Retrieval

A PyTorch library for benchmarking deep metric learning. It's powerful.

Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)

Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

Metric learning algorithms in Python

Knowledge Management for Humans using Machine Learning & Tags

Code for the NeurIPS'19 paper "Guided Similarity Separation for Image Retrieval"

Open source person re-identification library in python

kapture is a file format as well as a set of tools for manipulating datasets, and in particular Visual Localization and Structure from Motion data.

The first fully convolutional metric learning for geometric/semantic image correspondences.

Deep metric learning methods implemented in Chainer

This project is intended to solve the task of massive image retrieval.

Diffusion on manifolds for image retrieval

Pytorch implementation of the paper "Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach"

Matchable Image Retrieval by Learning from Surface Reconstruction

Visual localization made easy with hloc

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

Wrapper of DELF Tensorflow Model

Image Retrieval Experiment Using Triplet Loss

Content-Based Image Retrieval system (KTH DD2476 Project)

Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval (CVPR 2019)

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

source code for paper "Asymmetric Deep Supervised Hashing" on AAAI-2018

[ECCV-2020 (spotlight)] Self-supervising Fine-grained Region Similarities for Large-scale Image Localization. 🌏 PyTorch open-source toolbox for image-based localization (place recognition).

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

Person re-ID baseline with triplet loss

📝Awesome and classical image retrieval papers

Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)

2020华为DIGIX全球校园AI算法精英大赛计算机视觉赛道第三名解决方案

Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020

Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral)

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Keras implementation of R-MAC+ descriptors

Pytorch implementation of Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015

Proposal a new method to retrieval clothing images

PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

Hierarchy-based Image Embeddings for Semantic Image Retrieval

Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)

基于tensorflow & tf-servering & flask 的图像检索

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Putting LIRE into Solr - an ongoing project

WebExtension for the Anime Reverse Search Engine to search by image

source code for paper "Deep Discrete Supervised Hashing"

Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥

Open source library for content based image retrieval / visual information retrieval.

CNN CBIR benchmark (ongoing)

A C++11 multithread library for image retrieval

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Deep Metric Learning

图像检索和向量搜索，similarity learning,compare deep metric and deep-hashing applying in image retrieval

🌅The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

https://www.kaggle.com/c/humpback-whale-identification

SOTA Re-identification Methods and Toolbox

vehicle image retrieval using k CNNs ensemble method