Picture for Vinit Hegiste

Vinit Hegiste

Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing

Add code
Aug 21, 2024
Viaarxiv icon

Seamless Integration: Sampling Strategies in Federated Learning Systems

Add code
Aug 20, 2024
Viaarxiv icon

Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques

Add code
Aug 16, 2024
Viaarxiv icon

FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data

Add code
Aug 08, 2024
Viaarxiv icon

Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios

Add code
Jan 29, 2024
Viaarxiv icon

Federated Object Detection for Quality Inspection in Shared Production

Add code
Jun 30, 2023
Viaarxiv icon

Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm

Add code
Jun 30, 2023
Figure 1 for Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm
Figure 2 for Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm
Figure 3 for Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm
Figure 4 for Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm
Viaarxiv icon

Application of federated learning in manufacturing

Add code
Aug 09, 2022
Figure 1 for Application of federated learning in manufacturing
Figure 2 for Application of federated learning in manufacturing
Figure 3 for Application of federated learning in manufacturing
Figure 4 for Application of federated learning in manufacturing
Viaarxiv icon