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cisip-FIReFast 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.
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Image Text EmbeddingTOMM2020 Dual-Path Convolutional Image-Text Embedding https://arxiv.org/abs/1711.05535
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Revisiting deep metric learning pytorch(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.
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gnn-re-rankingA real-time GNN-based method. Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective
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Fast ReidSOTA Re-identification Methods and Toolbox
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CIRROfficial repository of ICCV 2021 - Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models
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Person reid baseline pytorchPytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
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Deepembeding图像检索和向量搜索,similarity learning,compare deep metric and deep-hashing applying in image retrieval
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cnn-for-image-retrieval🌅The code of post "Image retrieval using MatconvNet and pre-trained imageNet"
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PCLocPose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)
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AffnetCode and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
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LabelRelaxation-CVPR21Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021
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CnnimageretrievalCNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet
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roco-datasetRadiology Objects in COntext (ROCO): A Multimodal Image Dataset
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LiresolrPutting LIRE into Solr - an ongoing project
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ImageRetrievalContent Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)
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Kapturekapture is a file format as well as a set of tools for manipulating datasets, and in particular Visual Localization and Structure from Motion data.
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street2shopTripletChallenge the customer to shop task with tripletNet
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SolaScene search On Liresolr for Animation. (and video)
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University1652 BaselineACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.
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Map Based Visual LocalizationA general framework for map-based visual localization. It contains 1) Map Generation which support traditional features or deeplearning features. 2) Hierarchical-Localizationvisual in visual(points or line) map. 3)Fusion framework with IMU, wheel odom and GPS sensors.
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XCloudOfficial Code for Paper <XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service> (arXiv1912.10344)
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Retrieval 2017 CamClass-Weighted Convolutional Features for Image Retrieval (BMVC 2017)
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GPQGeneralized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
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Pytorch Image RetrievalA PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).
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EfficientIR人工智障本地图片检索工具 | An EfficientNet based image retrieval tool
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Semantic EmbeddingsHierarchy-based Image Embeddings for Semantic Image Retrieval
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Image-RetrievalImage retrieval program made in Tensorflow supporting VGG16, VGG19, InceptionV3 and InceptionV4 pretrained networks and own trained Convolutional autoencoder.
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Proxy Anchor Cvpr2020Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020
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mildnetVisual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.
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natural-language-joint-query-searchSearch photos on Unsplash based on OpenAI's CLIP model, support search with joint image+text queries and attention visualization.
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keras rmacRMAC implementation in Keras
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RevisitopRevisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking
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proxy-synthesisOfficial PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
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LibvotA C++11 multithread library for image retrieval
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Ranked-List-Loss-for-DMLCVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission
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Openibl[ECCV-2020 (spotlight)] Self-supervising Fine-grained Region Similarities for Large-scale Image Localization. 🌏 PyTorch open-source toolbox for image-based localization (place recognition).
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Landmark-RetrivalEasy Landmark Image Recognition with TensorFlow Hub DELF Module
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HypertagKnowledge Management for Humans using Machine Learning & Tags
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SOLARPyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020
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Delf enhancedWrapper of DELF Tensorflow Model
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SegSwap(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery
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Trace.moe WebextensionWebExtension for the Anime Reverse Search Engine to search by image
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FAIRYFast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering
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OpenunreidPyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.
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artExploring the connections between artworks with deep "Visual Analogies"
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DOLG-pytorchUnofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"
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towheeTowhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
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Delf PytorchPyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"
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