CyprienQuemeneur / fedpylotLinks
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles
☆40Updated 4 months ago
Alternatives and similar repositories for fedpylot
Users that are interested in fedpylot are comparing it to the libraries listed below
Sorting:
- Federated Learning for Object Detection in Autonomous Vehicles☆31Updated 4 years ago
- Federated Learning on object detection☆48Updated 2 years ago
- Repository of the conceptual work around Federated Learning to train the object detection model YOLOv5.☆21Updated 3 years ago
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆21Updated last year
- Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving☆39Updated last year
- The official implementation of "Federated Learning with Label-Masking Distillation"☆10Updated last year
- Official Code for PACFL AAAI 2023☆43Updated 2 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆38Updated 2 years ago
- Distributed YOLOv8m face detection using FedAvg and FedGH (our method). This repository is based on PACSSK-401001 group project outcoming…☆19Updated 2 years ago
- ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning☆24Updated 11 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆141Updated 11 months ago
- An easy-to-use federated learning platform☆298Updated 2 years ago
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆20Updated 2 years ago
- Federated Computer Vision Engine☆113Updated 4 years ago
- FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)☆55Updated last year
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆30Updated 9 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆91Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆86Updated 3 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆290Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆33Updated 7 months ago
- Deep Federated Learning for Autonomous Driving (IV'22)☆38Updated last year
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆71Updated 2 years ago
- This is official implementation of FedTP (TNNLS.2023) [https://ieeexplore.ieee.org/abstract/document/10130784].☆61Updated last year
- ☆53Updated last year
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆25Updated 2 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆28Updated 2 years ago
- Code and data accompanying the FedGen paper☆252Updated 11 months ago
- ☆178Updated 2 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆30Updated last year