81 Open source projects that are alternatives of or similar to FedReID

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

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EANet: Enhancing Alignment for Cross-Domain Person Re-identification

FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022

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Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification (AAAI2019)

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Federated Learning on HyperLedger Aries

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

Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.

🗽 Parameter-Efficient Person Re-identification in the 3D Space 🗽

tf implementation of federated learning

Reproduction of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification

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Open source person re-identification library in python

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

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Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

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Code for paper "Hetero-center loss for cross-modality person re-identification"

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Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"

Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'

The core runtime engine for Ambianic Edge devices.

Domain Guided Dropout for Person Re-identification

Adversarially Occluded Samples for Person Re-identification, CVPR 2018

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018

Awesome-Cross-Domain-Person-Re-identification

Awesome Person Re-Identification

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning

Substra is a framework for traceable ML orchestration on decentralized sensitive data.

This is Top 3 Code for the Person ReID Compitition of NAIC

The source code for our work "Towards better Validity: Dispersion based Clustering for unsupervised Person Re-identification"

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

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FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

Awesome Person Re-identification

Full stack service enabling decentralized machine learning on private data

ICCV2017 The Person re-ID Evaluation Code for DukeMTMC-reID Dataset (Including Dataset Download)

Bachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data

[ECCV2020] a toolbox of light-reid learning for faster inference, speed both feature extraction and retrieval stages up to >30x

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary

The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)

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Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.

FedScale is a scalable and extensible open-source federated learning (FL) platform.