Eeeeclipse / YOLOv8_Federated_LearningLinks
Distributed YOLOv8m face detection using FedAvg and FedGH (our method). This repository is based on PACSSK-401001 group project outcoming cooperating with Xinyu Zhang and Shuo Chen.
☆19Updated 2 years ago
Alternatives and similar repositories for YOLOv8_Federated_Learning
Users that are interested in YOLOv8_Federated_Learning are comparing it to the libraries listed below
Sorting:
- Repository of the conceptual work around Federated Learning to train the object detection model YOLOv5.☆21Updated 3 years ago
- FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles☆42Updated 6 months ago
- Federated Learning on object detection☆48Updated 2 years ago
- a simple federate-learning framework write by python☆11Updated last year
- The official implementation of "Federated Learning with Label-Masking Distillation"☆10Updated 2 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆142Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆65Updated 8 months ago
- ☆53Updated last year
- Simplified implementation of federated learning in PyTorch☆32Updated 4 years ago
- FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition (AAAI 2022)☆15Updated 3 years ago
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆20Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆73Updated 2 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆78Updated 3 years ago
- Federated Learning for Object Detection in Autonomous Vehicles☆31Updated 4 years ago
- ☆54Updated 3 years ago
- An easy-to-use federated learning platform☆299Updated 2 years ago
- ☆24Updated 2 years ago
- ☆13Updated 2 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Updated 3 years ago
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆21Updated last year
- FedAvg, FedGKT, FedProx, Gradient Inversion Attack☆16Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆87Updated 3 years ago
- ☆14Updated last year
- A foundational platform that primarily shares federated learning, differential privacy content☆26Updated 8 months ago
- Differentially Private Federated Learning on Heterogeneous Data☆69Updated 3 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆112Updated 3 years ago
- 📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI☆68Updated 3 years ago
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆66Updated 2 years ago
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆19Updated 8 months ago