CyprienQuemeneur / fedpylot
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles
☆33Updated 3 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☆29Updated 4 years ago
- Federated Learning on object detection☆45Updated last year
- Repository of the conceptual work around Federated Learning to train the object detection model YOLOv5.☆20Updated 2 years ago
- Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving☆39Updated last year
- FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)☆46Updated last year
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆34Updated last year
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆20Updated last year
- Distributed YOLOv8m face detection using FedAvg and FedGH (our method). This repository is based on PACSSK-401001 group project outcoming…☆18Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆131Updated 6 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆88Updated 2 years ago
- Deep Federated Learning for Autonomous Driving (IV'22)☆37Updated last year
- Official Code for PACFL AAAI 2023☆43Updated last year
- ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning☆21Updated 6 months ago
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆20Updated last year
- The official implementation of "Federated Learning with Label-Masking Distillation"☆10Updated last year
- 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
- Model-Contrastive Federated Learning (CVPR 2021)☆279Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆85Updated 3 years ago
- ☆24Updated 2 years ago
- ☆47Updated last year
- Federated Computer Vision Engine☆112Updated 4 years ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆103Updated last year
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆28Updated 4 months ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆28Updated 2 years ago
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆21Updated last month
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆70Updated 2 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆64Updated 5 months ago
- FedSTIL: Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (TCSVT'23)☆32Updated 5 months ago
- ☆53Updated 3 years ago