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175 search results found

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

Person_reid_baseline_pytorch ⭐ 3,865

⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_p

Towhee ⭐ 2,903

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Hierarchical Localization ⭐ 2,653

Visual localization made easy with hloc

Dg Net ⭐ 1,235

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

Cnnimageretrieval Pytorch ⭐ 1,174

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

Pyretri ⭐ 683

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

Simple image search engine

Flask Keras Cnn Image Retrieval ⭐ 467

🚀CNN-based image retrieval built on Keras

Hardnet ⭐ 458

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

Kapture ⭐ 416

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.

University1652 Baseline ⭐ 402

ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.

Deep Image Retrieval ⭐ 329

End-to-end learning of deep visual representations for image retrieval

🏞 A content-based image retrieval (CBIR) system

Openunreid ⭐ 275

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

Official Code Repository for AnyLoc

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Proxy Anchor Cvpr2020 ⭐ 259

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

Cosplace ⭐ 222

Official code for CVPR 2022 paper "Rethinking Visual Geo-localization for Large-Scale Applications"

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

Revisiting_deep_metric_learning_pytorch ⭐ 217

(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.

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

Semantic Embeddings ⭐ 206

Hierarchy-based Image Embeddings for Semantic Image Retrieval

Retrieval 2017 Cam ⭐ 206

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

Kapture Localization ⭐ 206

Provide mapping and localization pipelines based on kapture format

deep learning, image retrieval, vision and language

The code of “Similarity Reasoning and Filtration for Image-Text Matching” [AAAI2021]

Hypertag ⭐ 178

NeoVerse/HyperTag - Intuitive Knowledge Management WebApp & CLI for Humans using Deep Learning & Tags

Cnn Cbir Benchmark ⭐ 176

CNN CBIR benchmark (ongoing)

Text2poster Icassp 22 ⭐ 171

Official implementation of the ICASSP-2022 paper "Text2Poster: Laying Out Stylized Texts on Retrieved Images"

Revisitop ⭐ 169

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

Deep Fashion Retrieval ⭐ 167

Simple image retrival on deep-fashion dataset with pytorch - A course project

Openibl ⭐ 162

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

Image_similarity ⭐ 156

PyTorch Blog Post On Image Similarity Search

Pytorch_deephash ⭐ 155

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

Pytorch Image Retrieval ⭐ 147

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

Smooth_ap ⭐ 142

code for the ECCV '20 paper "Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval"

Deep Retrieval ⭐ 139

🌁 Image retrieval using deep learning of global descriptors.

Person Reid Triplet Loss ⭐ 137

Person re-ID baseline with triplet loss

Hierarchical_loc ⭐ 131

Deep image retrieval for efficient 6-DoF localization

Official PyTorch Implementation of Correlation Verification for Image Retrieval, CVPR 2022 (Oral Presentation)

Deep Visual Geo Localization Benchmark ⭐ 117

Official code for CVPR 2022 (Oral) paper "Deep Visual Geo-localization Benchmark"

Diffusion ⭐ 112

Efficient Diffusion for Image Retrieval

PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

Deep Image Matching ⭐ 97

Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.

Manifold Diffusion ⭐ 94

Diffusion on manifolds for image retrieval

Clip4cir ⭐ 92

[ACM TOMM 2023] - Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features

Convolutional Autoencoder for Loop Closure

Fashion Iq ⭐ 81

HOW local descriptors

Demo of Content Based Image Retrieval in python

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

Keras_rmac ⭐ 72

RMAC implementation in Keras

Orthohash ⭐ 71

Official implementation of NeurIPS 2021 paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"

This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.

Symmetrical Synthesis ⭐ 66

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

Combination of Multiple Global Descriptors for Image Retrieval

Lightningdot ⭐ 65

source code and pre-trained/fine-tuned checkpoint for NAACL 2021 paper LightningDOT

Efficientir ⭐ 64

人工智障本地图片检索工具 | An EfficientNet based image retrieval tool

Superglobal ⭐ 63

ICCV 2023 Paper Global Features are All You Need for Image Retrieval and Reranking Official Repository

Cvpr17 Dvsq ⭐ 62

The implementation of CVPR-17 paper "Deep Visual-Semantic Quantization of Efficient Image Retrieval"

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

Visualsem ⭐ 57

Repository for VisualSem: a high-quality knowledge graph to support research in vision and language.

Cisip Fire ⭐ 57

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.

Vpr Datasets Downloader ⭐ 57

Automatic download VPR datasets in a standard format

Embedding Expansion ⭐ 56

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

Geo_warp ⭐ 53

Official repository of ICCV21 paper "Viewpoint Invariant Dense Matching for Visual Geolocalization"

Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤

Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)

Image Retrieval ⭐ 52

Image retrieval program made in Tensorflow supporting VGG16, VGG19, InceptionV3 and InceptionV4 pretrained networks and own trained Convolutional autoencoder.

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

Matchable Image Retrieval by Learning from Surface Reconstruction

Massimageretrieval ⭐ 47

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

Deep Ranking ⭐ 47

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

Camp_iccv19 ⭐ 46

CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval

Vgg16 Image Retrieval ⭐ 45

Uses TensorFlow and FC2 features to match test images to the same category given a query image as input

Official implementation of the AAAI 2022 paper "Learning Token-based Representation for Image Retrieval"

Deep Fashion ⭐ 44

Proposal a new method to retrieval clothing images

Keras_rmac_plus ⭐ 43

Keras implementation of R-MAC+ descriptors

Fashion Retrieval ⭐ 43

This repository contains an implementation of the models introduced in the paper Dialog-based Interactive Image Retrieval. The network is implemented using PyTorch and the rest of the framework is in Python.

Dolg Pytorch ⭐ 41

Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"

Vpr Methods Evaluation ⭐ 41

Easily download and evaluate pre-trained Visual Place Recognition methods. Code built for the ICCV 2023 paper "EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition"

[TPAMI 2023] Official implementation of Introspective Deep Metric Learning.

(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery

A framework for evaluating image tag assignment, tag refinement and tag-based image retrieval

Code for Unsupervised Part-based Weighting Aggregation of Deep Convolutional Features for Image Retrieval

Re Ranking For Vpr ⭐ 31

Code for "Are Local Features All You Need for Cross-Domain Visual Place Recognition?" CVPR IMW 2023.

On The Fly Fgsbir ⭐ 30

[CVPR 2020, Oral] "Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020. .

Official PyTorch Implementation of Revisiting Self-Similarity: Structural Embedding for Image Retrieval, CVPR 2023

Doodle2search ⭐ 29

Doodle to Search: Practical Zero Shot Sketch Based Image Retrieval

Roco Dataset ⭐ 28

Radiology Objects in COntext (ROCO): A Multimodal Image Dataset

Codes of ICMR 2019 short paper "Weakly Supervised Image Retrieval via Coarse-scale Feature Fusion and Multi-level Attention Blocks"

Tf Metric Learning ⭐ 28

Minimalistic TensorFlow2+ deep metric/similarity learning library with loss functions, miners, and utils as embedding projector.

Labelrelaxation Cvpr21 ⭐ 27

Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021

Official code release for ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity (published at ICLR 2022)

Eccv2020_diva_multifeature_dml ⭐ 26

(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.

Keras Remote Sensing Image Retrieval ⭐ 26

this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated this model on a dataset called PatternNet.

Interactive Image Inpainting ⭐ 24

Deep Learning Based Interactive Image Inpainting Demo

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