JQ-MC / object-detection-fedlearn
Repository of the conceptual work around Federated Learning to train the object detection model YOLOv5.
☆20Updated 2 years ago
Alternatives and similar repositories for object-detection-fedlearn
Users that are interested in object-detection-fedlearn are comparing it to the libraries listed below
Sorting:
- Federated Learning on object detection☆45Updated last year
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆85Updated 3 years ago
- The official implementation of "Federated Learning with Label-Masking Distillation"☆10Updated last year
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆20Updated last year
- Federated Learning for Object Detection in Autonomous Vehicles☆29Updated 4 years ago
- ☆24Updated 2 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆88Updated 2 years ago
- Official Code for PACFL AAAI 2023☆43Updated last year
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆17Updated 2 months ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆77Updated 3 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆34Updated last year
- FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles☆33Updated 3 months ago
- ☆47Updated last year
- ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning☆21Updated 6 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆131Updated 6 months ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆64Updated 5 months ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆86Updated 2 years ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆103Updated last year
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆82Updated 9 months ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆70Updated 2 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆57Updated 2 months ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆28Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆48Updated last year
- FedAvg, FedGKT, FedProx, Gradient Inversion Attack☆15Updated 2 years ago
- Code Implementation and Informations about FedAS☆23Updated 3 months ago
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆40Updated last year
- ☆74Updated 4 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆121Updated 2 years ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆86Updated 3 years ago