195 Open source projects that are alternatives of or similar to LabelRelaxation-CVPR21

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

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

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

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

TOMM2020 Dual-Path Convolutional Image-Text Embedding https://arxiv.org/abs/1711.05535

(Pytorch and Tensorflow) Implementation of Weighted Contrastive Loss (Deep Metric Learning by Online Soft Mining and Class-Aware Attention)

Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)

(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.

[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"

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

SOTA Re-identification Methods and Toolbox

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

[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias

Supervised Semantics-preserving Deep Hashing (TPAMI18)

Code and resources on scalable and efficient Graph Neural Networks

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

[CVPR 2021] Scan2Cap: Context-aware Dense Captioning in RGB-D Scans

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

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.

Putting LIRE into Solr - an ongoing project

No description or website provided.

Easy Landmark Image Recognition with TensorFlow Hub DELF Module

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.

[CVPR2021] Look before you leap: learning landmark features for one-stage visual grounding.

Diffusion on manifolds for image retrieval

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

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

Authors official PyTorch implementation of the "DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval" [IJCV 2022]

A 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.

PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)

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

A curated list of resources for Low-level Vision Tasks

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

Implementation of "Efficient Regional Memory Network for Video Object Segmentation". (Xie et al., CVPR 2021)

Hierarchy-based Image Embeddings for Semantic Image Retrieval

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

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

Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification

CNN CBIR benchmark (ongoing)

One Shot Face Swapping on Megapixels.

Person re-ID baseline with triplet loss

PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

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

A C++11 multithread library for image retrieval

An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.

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

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

Knowledge Management for Humans using Machine Learning & Tags

[CVPR2021] Domain Consensus Clustering for Universal Domain Adaptation

Wrapper of DELF Tensorflow Model

Knowledge Distillation using Tensorflow

[CVPR 2021] Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis (official pytorch implementation)

WebExtension for the Anime Reverse Search Engine to search by image

Scene search On Liresolr for Animation. (and video)

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

The official pytorch code of DeFLOCNet: Deep Image Editing via Flexible Low-level Controls (CVPR2021)

Search photos on Unsplash based on OpenAI's CLIP model, support search with joint image+text queries and attention visualization.

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

vehicle image retrieval using k CNNs ensemble method