104 Open source projects that are alternatives of or similar to Proxy Anchor Cvpr2020

Deep Metric Learning

Deep Learning Computer Vision Algorithms for Real-World Use

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

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

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

PyTorch Blog Post On Image Similarity Search

🚀CNN-based image retrieval built on Keras

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.

A distributed visual search and visual data analytics platform.

Keras implementation of R-MAC+ descriptors

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

Provide mapping and localization pipelines based on kapture format

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

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

SOTA Re-identification Methods and Toolbox

Various hashing methods for image retrieval and serves as the baselines

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

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

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

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

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

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

Diffusion on manifolds for image retrieval

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations

Proposal a new method to retrieval clothing images

Image Retrieval Experiment Using Triplet Loss

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

WebExtension for the Anime Reverse Search Engine to search by image

Content-Based Image Retrieval system (KTH DD2476 Project)

A C++11 multithread library for image retrieval

source code for paper "Deep Discrete Supervised Hashing"

vehicle image retrieval using k CNNs ensemble method

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

Person re-ID baseline with triplet loss

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

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

Simple image search engine

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

🏞 A content-based image retrieval (CBIR) system

📝Awesome and classical image retrieval papers

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

CNN CBIR benchmark (ongoing)

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

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

Comparison of famous convolutional neural network models

Knowledge Management for Humans using Machine Learning & Tags

This Telegram Bot can tell the anime when you send an screenshot to it

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

Anime Scene Search by Image

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

Using siamese network to do dimensionality reduction and similar image retrieval

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

A lightweight framework using binary hash codes and deep learning for fast image retrieval.

Wrapper of DELF Tensorflow Model

Matchable Image Retrieval by Learning from Surface Reconstruction

(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.

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

Putting LIRE into Solr - an ongoing project

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

Visual localization made easy with hloc